Pith. sign in

Paper Citation Record · LEDGER

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework

As of 18 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2608.03001.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.03001 v2

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:30:37.231943Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

80 of 80 outbound references displayed

  • verified exact3
  • verified fuzzy37
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80133c9f-4774-4aa1-beab-f5c918703339 · outbound

This paper cites TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.668113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.668113Z digest=sha256:2108d5d9c8fb7da8e0c4c6b3c00cbc290295fdea9b23d903486828425e512e71

Observation 99e9edc7-2c8b-4480-a5bb-cad07e20c0a9 · outbound

This paper cites Absil, R.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Absil, R

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.343914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.678607Z digest=sha256:c3dcfb8c1a23ad858bb2924593e746e03f817858628ba36fd4f044eb16805c9b

Observation fd89656f-bc45-4852-8629-03f0e7fcfa26 · outbound

This paper cites Attouch and J.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Attouch and J

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.702711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.702711Z digest=sha256:6d22bbd8a09ec07dfb5f66776f133ad749eccaab58efc3805a267525efac1c5a

Observation 6ee3c42f-ac23-4180-836f-f0a234678e89 · outbound

This paper cites Attouch, J.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Attouch, J

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.294628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.711482Z digest=sha256:015e89294cac59255e098dcf956539fdd8904e23f8698643de3bf7247989708f

Observation 7b677f64-96c5-4079-99a4-db43619605e1 · outbound

This paper cites Attouch, J.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Attouch, J

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.267818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.719871Z digest=sha256:e837cf2d65b4b9bef293354d04b3929a7b21ea540c36cd80ea22118cbe3ec18c

Observation fac13766-d0c4-41b3-b37f-28d391c40eb9 · outbound

This paper cites Bach,Self-concordant analysis for logistic regression, Electron.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Bach,Self-concordant analysis for logistic regression, Electron

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.225282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.728003Z digest=sha256:596bbbfa948941223912e029d6d07d896fdf82a573555cdeb5e9dc2f01910d9a

Observation 19409144-a4aa-477b-9099-24436be55b6d · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:39.195615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.736157Z digest=sha256:2746ef22b6f113112f2cf63a191ac8446d60361d03b38be26615687f6c2c2a93

Observation 0ab91cf6-2e5d-41fd-99de-b8dc77b08265 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:39.173277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.744304Z digest=sha256:d26c9fb5cf76d7b9ef27f0b4530779ae09507bb74c547d735f97294bcd338789

Observation c1be53a7-9044-4655-a129-69df9ed7662d · outbound

This paper cites Beck and M.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Beck and M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.148199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.752075Z digest=sha256:73a5f7eeb470b2ded38d0d3a035c49d537ac2a5c8e893eef8d9fb717c0fc1b8f

Observation c3f7d97c-a0cc-4a4d-a1d6-f7521de5fe77 · outbound

This paper cites Benaïm,A dynamical system approach to stochastic approximations, SIAM J.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Benaïm,A dynamical system approach to stochastic approximations, SIAM J

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.121789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.758025Z digest=sha256:586c0eeac3186efdab0a7fb84f420220130ca1b03dd42fc144e07cbb860ccaef

Observation 2bad89ff-e724-4e7c-841b-b9af13f7d3d5 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:39.093503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.764981Z digest=sha256:fe9d7b142eca43f1468213be20c926993492f3711247de7d8061eb53b3958a02

Observation a4968ff7-b7b7-4229-bc36-524f690c585d · outbound

This paper cites On the Trajectories of SGD Without Replacement.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework On the Trajectories of SGD Without Replacement

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.771153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.771153Z digest=sha256:4b8aef31f012f01b356d5f1d4bce7ab7ff4a90ef409b9640abd0414f9dcdd8c9

Observation 13dce8ef-66c0-463b-9595-1054b480d67a · outbound

This paper cites Bhojanapalli, B.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Bhojanapalli, B

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.067257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.779914Z digest=sha256:496846444ec8aeebc4e6434f779095c6eeff3e81ca2a3dc2b707c5be5fe5f467

Observation 6179750b-8401-4449-be33-18f29a913b0a · outbound

This paper cites Bianchi, W.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Bianchi, W

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.044450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.788296Z digest=sha256:c2d470c3c34313bcacfb4a5ed1731ec32542b4914f27787c11969ed2bc08ac21

Observation aa5543a8-f100-4e66-94c3-7f51d213bd6d · outbound

This paper cites Bolte, S.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Bolte, S

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:39.021145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.801408Z digest=sha256:11111dc042f52cf0abf271e424d70db1c68ab165fdc01937cec8e754fc8a2d3e

Observation 54c21e93-7fb1-4bf0-b9a7-b2d0b1dc63d7 · outbound

This paper cites Bottou, F.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Bottou, F

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.997576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.809203Z digest=sha256:33120dfa12ea9f8a9a0623cbd03f7ec47d6142d2b95b62c1257dabb021556147

Observation dc57c845-e6fd-494b-a59d-a3a7ed9db8f5 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.977348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.814460Z digest=sha256:8b9f8d556031969d6e0cbddc090765c59dbe3cbba250bcd7f7d17214c2b5dcc6

Observation 127661e7-5522-499c-a430-9c5180f5c1f0 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.959229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.824446Z digest=sha256:d279bf0832a600de5fa6496dd2d581cf84618e56e607338c10eccf2a3dbb8ba2

Observation d6f045f6-5bb1-4c8e-a655-7984ac930dde · outbound

This paper cites Daniilidis, W.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Daniilidis, W

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.935333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.830617Z digest=sha256:801b45eb1a31d3670ccd43d42a113e3a2cfdb5f378aaf8e07cf19fc05fda2204

Observation 53b09b70-a9f3-4e09-981b-bbd193e401e6 · outbound

This paper cites Da vis and D.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Da vis and D

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.916572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.838134Z digest=sha256:75d4e8fb493711ca661691fbeb52a6b4020b5cce1924e0e7a338a98ec2a719df

Observation 4ddc11ec-60c3-4650-aa72-52dc6373e4c6 · outbound

This paper cites Da vis, D.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Da vis, D

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.897119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.845980Z digest=sha256:af332bdec16d9932a63537db777a954c9a06ee10550b534eb5e5a2de6e314b23

Observation 8525ebd2-9454-4536-a442-9ee0a99bd314 · outbound

This paper cites Def azio, F.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Def azio, F

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.877679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.856058Z digest=sha256:6e14c384aafcf9cd7e0eca238ba07bcd5367f0f1475ffe7aa8c7256415aab317

Observation 959a359b-9e0b-41eb-b983-6de5ea816eaa · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.857735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.861549Z digest=sha256:2fe94ca18977f8dcac383d240862c4cd1f70b1e4a00bba4326c30c2412b4f4db

Observation cccabc01-dd8c-4ec5-909e-c7ebe8e02711 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.868150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.868150Z digest=sha256:04994b09d9b39aa5a3536985e58d532397acaff7a95ed169721134f0ff8455f3

Observation b26c795a-1c3b-443e-973d-156e4e18b9cb · outbound

This paper cites Driggs, J.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Driggs, J

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.838883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.874037Z digest=sha256:46ab7854aad7a5c9430a89fdaa9c44ddac55cd0b39b5e95e403cf1465ba4f63c

Observation 608f2e02-855d-4c3c-9a96-3582f2928cbd · outbound

This paper cites Optimality, identifiability, and sensitivity.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Optimality, identifiability, and sensitivity

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.884047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.884047Z digest=sha256:1cd6e9d861e4586bb104a4413d0c07a7080389fb1f60b5fe3d3ae71328b191c7

Observation 77081630-a233-483a-a2ee-2691f9388572 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.819411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.891379Z digest=sha256:83d17a12aeef4695c170ba3d7ae61780a6835decb156ba206cc184acbdf82f8b

Observation 9ff38847-e9fc-4316-8dff-dba538e8db92 · outbound

This paper cites Gower, O.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Gower, O

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.801259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.896996Z digest=sha256:55a3a5cba12cdf8b13734e65d09cc9fde983a70934ca400095440115fc4eacda

Observation 694d7fe8-e004-4c65-89e1-a976853869bc · outbound

This paper cites Gürbüzbalaban, A.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Gürbüzbalaban, A

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.779751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.903039Z digest=sha256:eab599e2eac7c906c5a74d6213a14f9e17bc0b08efba31cab3e014caa2fc9fc5

Observation 8eba7415-eda9-4363-9578-dd6a8105a9e6 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.908510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.908510Z digest=sha256:d12d8fbbd326d97e40c9c9c7d9980544be9ee8d088e5ef15e3bdbdd642e1a84b

Observation 04a595b3-007f-4ede-98af-956885661665 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.757726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.913264Z digest=sha256:101dc440b3d0a63dc0ae4409b20176ed678d611f9397486e326c07991ee400db

Observation d5a9027c-ef00-4077-8fbe-1474d07fc5ce · outbound

This paper cites Hastie, R.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Hastie, R

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.731844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.920581Z digest=sha256:5dd9c97cf7d0f4552e15b6613335d2cb4a9b61f709923eeafb1b5253097fe4bd

Observation e5e63797-8d54-4cc2-9ea1-2ff0c341c8a0 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.712664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.926290Z digest=sha256:3925eb71135a825a377dadefb84f5d025bc22a0cab1e1970edef2ee92855ff8b

Observation c4201110-457c-4296-87c6-c4e3be6147da · outbound

This paper cites On the local convergence of the semismooth Newton method for composite optimization.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework On the local convergence of the semismooth Newton method for composite optimization

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.932221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.932221Z digest=sha256:df27ae47c0e2294d68e94d0b0a9fdd28e31851db87ae11be99f864b8a52051be

Observation 49ade2be-c9d7-4fa9-9f51-10446da1e219 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.685788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.938288Z digest=sha256:84b405cdf8f9819e688c6f059248fcb1989f4f1ede31dc484eced84e1c62c9ff

Observation c5d90958-7f30-458b-9759-e8ee34f882d9 · outbound

This paper cites On Nonconvex Optimization for Machine Learning: Gradients, Stochasticity, and Saddle Points.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework On Nonconvex Optimization for Machine Learning: Gradients, Stochasticity, and Saddle Points

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.947932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.947932Z digest=sha256:035a0db0efb8978125eda0be7429f4fcc367294de3555c6c70a53dc8bbe44122

Observation c598ddc3-a0e3-4498-bdee-71fd280de605 · outbound

This paper cites Johnson and T.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Johnson and T

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.663188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.955614Z digest=sha256:9f49a2ea696706d3ceb0e9afaaf281a71a0e442db6da2a21b753fa2cc60b4cf0

Observation 4fdb5c9e-955d-4845-b19c-e19367b6acb8 · outbound

This paper cites Proximal random reshuffling under local Lipschitz continuity.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Proximal random reshuffling under local Lipschitz continuity

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:36.963020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:36.963020Z digest=sha256:ddd99785ff7e13b5889425f07be95b5153dd6108d54a3a0442f1e7fdf1b667fb

Observation ab5a663d-a72e-4c66-8bf3-229c45d6388e · outbound

This paper cites Kurdyka,On gradients of functions definable in o-minimal structures, Ann.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Kurdyka,On gradients of functions definable in o-minimal structures, Ann

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.641583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.969210Z digest=sha256:ca7c2aea643c9494e421ee32c713790c8c17e3a5a3b3ac1c3d07d351ceba3926

Observation fe7da77d-7345-4728-87a1-05907b7b2dda · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.614294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.977602Z digest=sha256:a478e1a50648d3b8012f187ceb0233175a5cc9e8c2e64b6ca017163a28a2ed0e

Observation 99afd1ab-eccc-4e43-9842-fa2697f7f8b2 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.595621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.982587Z digest=sha256:069a3f544819435e6d55b22a134f9a08854f2394d7a30625be54d70e780a8411

Observation aad43856-53f4-41c7-87c5-71f55806ba4b · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.577828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.989202Z digest=sha256:60075da9c06b54de218d8aebeb21ac2bc8d3613171796b4cb32b73a9aa44606d

Observation b6ea30f7-a32d-480c-931b-0c6367eb34d9 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.560234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:36.994503Z digest=sha256:4d31f93d1921693b179d3eba7a72279a0a1b76935b6bdcf5d2d87c1e6fe6d780

Observation 0da5bbcc-e8a0-40b2-8705-2f6bad601167 · outbound

This paper cites Li and A.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Li and A

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.541870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.000061Z digest=sha256:d9e60d9de2cd09760803463c08011665f0d6a383354b0c7cf79c17a79c8f86da

Observation 70a6d3dd-6af8-4d04-bd61-9f7695d0d155 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.521861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.005984Z digest=sha256:51dbb962d7cb5ebfa6be03fc081e045c7b439a049f96cc3d194fcb9540ec1786

Observation 8628dad6-a99b-4342-b3a7-521c390b7fd5 · outbound

This paper cites Almost Sure Saddle Avoidance of Stochastic Gradient Methods without the Bounded Gradient Assumption.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Almost Sure Saddle Avoidance of Stochastic Gradient Methods without the Bounded Gradient Assumption

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-08T04:30:37.636311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.011512Z digest=sha256:1e0c49147f4e8a96706ca8195b86f5d630389fb124bea6518fefa2cf0a86625c

Observation c16b3211-e05b-4627-9174-3fe2b3d7eccc · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.501988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.018395Z digest=sha256:5cbe0707d10885c66dc8d12bea0042571e3d0c2a7da158ed999079f7dc6bca23

Observation 936f3030-0c9e-4bc8-867d-4a318210113b · outbound

This paper cites Mertikopoulos, N.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Mertikopoulos, N

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.482453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.025368Z digest=sha256:92d56d656b04ceeb097589f6248cd12aa0d87bf84b0ce116a99071f3a71e41c4

Observation bac82405-f736-4fbf-95fe-212410d538c0 · outbound

This paper cites Mishchenko, A.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Mishchenko, A

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.455987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.032765Z digest=sha256:eacbc8de631c936eb11075ebf93d259f9e694b441c346bb53652e3afb55525b5

Observation 42391db3-1c4e-439a-a6d5-cce593e52f90 · outbound

This paper cites A non-autonomous center-stable set theorem for saddle avoidance in optimization.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework A non-autonomous center-stable set theorem for saddle avoidance in optimization

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-08T04:30:37.607536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.038476Z digest=sha256:038dda5cbc688c81daae75021c48d2e6b488ececa444946d0fcf25ad62e50e0d

Observation b20c9fa9-0115-4495-ac1f-2556f56aa79f · outbound

This paper cites Nagaraj, P.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Nagaraj, P

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.433955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.044783Z digest=sha256:34feba064587a3788f7cf0a2f2d98a44db65b57c361f7843147fd1e9cb79b092

Observation 07b91468-1cc9-48d9-b05c-9c6f0c6a18d0 · outbound

This paper cites Nedić and A.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Nedić and A

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.405913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.057206Z digest=sha256:7521c6905204e446931bf4ed4d1f6c4db6169fba2ff9813086d445299e0e9377

Observation 2f5f7203-2dbd-437b-a6eb-7dd28b39da3b · outbound

This paper cites Nemirovski, A.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Nemirovski, A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.385466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.071255Z digest=sha256:435f6fe736e34d8105b0bd0066326a6ca37852d65c825ed613cdb50765b45c48

Observation 51257630-7d47-4c1b-aa90-0973369ecc52 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.362295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.079808Z digest=sha256:6e0fcf296aa81cf5df831cce44737464150b3fb861fc8913f9d48311059df071

Observation 731fe24a-27ba-47ec-a2d8-ada3b6eb40ae · outbound

This paper cites Variational Properties of Decomposable Functions. Part I: Strict Epi-Calculus and Applications.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Variational Properties of Decomposable Functions. Part I: Strict Epi-Calculus and Applications

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.087809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.087809Z digest=sha256:2f194f0f4d1110e23bb3951c8f3ecadb41761b0e8acf9acab6b6ed887d38efcf

Observation 1b16d17b-9922-43e0-b911-06d55dbad9d4 · outbound

This paper cites Program., 212 (2025), pp.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Program., 212 (2025), pp

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.334348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.094323Z digest=sha256:0778145e76754cc0ceb4815c58f1a5aa9a1be068f24e5159b15082bd44d10df3

Observation d7df597f-ef99-48fe-b495-d62b4c115ee2 · outbound

This paper cites Panageas, G.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Panageas, G

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.313170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.099827Z digest=sha256:fbbac13efd978789bc348c916f52588ac7d757e6e0127c1abf67cf01b85ab1f8

Observation 0000f9f7-3db3-4c25-8189-fe292d080527 · outbound

This paper cites Paszke, S.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Paszke, S

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.293417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.105178Z digest=sha256:00b454b4ce7ff9b76869271ed1a17f5d2614e01e097aa2470ce071f8c35af813

Observation 6d5779d0-d978-435f-bd6a-f208c1865913 · outbound

This paper cites Pemantle,Nonconvergence to unstable points in urn models and stochastic approximations, Ann.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Pemantle,Nonconvergence to unstable points in urn models and stochastic approximations, Ann

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.274899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.110916Z digest=sha256:d4739412c9a43372385e9493a631fe0d56a7f7dbe7666ce43e7b7de13c1173ce

Observation 1feb43f6-707c-4597-ad9a-04252013a316 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.116417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.116417Z digest=sha256:09a47abc5efe7ec1e8f1dd8a02b53d9fb2b01022206864ee06007396be0f9109

Observation a910fb73-bef2-4535-b4a0-313e53a11fb9 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.251558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.121975Z digest=sha256:1a4de9179172ab4bfdf9c258a7b07cbe12c2ea4a188d01a797092fb895ce7b27

Observation cf5e8be9-4ce8-4d48-899d-8366cf8f5df8 · outbound

This paper cites Random Reshuffling with Momentum: Complexity Bounds and Last-iterate Convergence.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Random Reshuffling with Momentum: Complexity Bounds and Last-iterate Convergence

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.127512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.127512Z digest=sha256:5aece7a94935b66fe392d75774113719f7dd256efac23bfa54c69664fd7e026a

Observation b4776306-c181-4164-996d-63b089ea8c26 · outbound

This paper cites Rajput, A.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Rajput, A

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.223849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.133191Z digest=sha256:35bbd009fab531056c48fa4fdc5e3b1c383bb10d41d3f31c8922e0fef4a672c1

Observation 618f9159-16e2-4a6f-8864-d1423c31cd91 · outbound

This paper cites Robbins and S.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Robbins and S

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.201518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.138176Z digest=sha256:25cb7f8e712e8d7d49c46297ea9de1c123f97cd7e0b70c706cc9025bd0886b01

Observation 40d61ec3-cd65-4125-91e2-b6fae83aff26 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.174371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.143435Z digest=sha256:74053b5bef841ce84bc426295347875834260fc3462be4ae90056c8d3322ed6b

Observation 85ea03bc-f3a8-4708-b716-473bdd58d80b · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.145253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.149240Z digest=sha256:4f8557fccf394a806dec2cf38d76370ee7e4c826b7e93b1e94e37c088c1528ed

Observation f39b79eb-185b-4c28-a6f8-ca0b91fd8b9f · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.113454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.155324Z digest=sha256:9704dbbcb582203d7017afe0647f87925b2b902ec6b9e92d361be9b27f30ad36

Observation 32908f70-4ec9-4ed3-9233-4429dcae38e1 · outbound

This paper cites How Good is SGD with Random Shuffling?.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework How Good is SGD with Random Shuffling?

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-08-08T04:30:37.371419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.160809Z digest=sha256:54f7f1ff694de2165671c30fdc11877ac09fd1732bac5327711619b16e6c729a

Observation b0092ae5-d3d6-4e5b-b50e-5e734b9db48c · outbound

This paper cites Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.169433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.169433Z digest=sha256:bb64ac37fd386ba7f84b187d157f82a0f7fdb08a93431e0f145730665dfe3a62

Observation 4bd345a8-b0dd-4ec8-a96f-eeca0633f5a5 · outbound

This paper cites When Are Nonconvex Problems Not Scary?.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework When Are Nonconvex Problems Not Scary?

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.176306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.176306Z digest=sha256:4e8975f86500c94fb0f689ba5eeaeffb353f3aeb8cb75adf0aee756310347ed0

Observation 34c7be5b-a634-4ad5-b2d6-060f9c130174 · outbound

This paper cites A Geometric Analysis of Phase Retrieval.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework A Geometric Analysis of Phase Retrieval

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.182543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.182543Z digest=sha256:8918ec1e91add1db71fa7733de0865dc65ea5f9286b8e34b389774c86b4b228e

Observation f6e45729-c402-404e-a790-158480be3d28 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.091548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.188417Z digest=sha256:7998ab9ecc93a9596df63e485ff7e76f936297c411ee506a0ee3bad14fff2baf

Observation 66e56ef9-830b-4132-8d9c-cac6bf7e72cc · outbound

This paper cites Sutskever, J.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Sutskever, J

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.066057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.193774Z digest=sha256:a1fd88ffb336eb2ffe77761e8a5113e0954a9ef60f39e0dfb1690f0e876e85ef

Observation 3f8adf51-425b-4408-9fd4-4b16f530cb95 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:38.043501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.198709Z digest=sha256:f92833677ef1fb35085ec95f9c25d667d7221225370b9a5c5c5d3ba7bb956d24

Observation 37a30177-aa5c-4b90-bbe6-8044e3316aff · outbound

This paper cites V an den Dries,Tame topology and o-minimal structures, Cambridge University Press, 1998.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework V an den Dries,Tame topology and o-minimal structures, Cambridge University Press, 1998

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:38.018626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.204581Z digest=sha256:c3f4bc1f8dfc1ff49f9451d8e635ab447c9c85fe5b40d5d1e176a7e3a08533d9

Observation b113a3cd-d03b-4374-baa2-196ca38af9a7 · outbound

This paper cites V anderbauwhede,Centre Manifolds, Normal Forms and Elementary Bifurcations, Vieweg+Teubner Verlag, Wiesbaden, 1989, pp.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework V anderbauwhede,Centre Manifolds, Normal Forms and Elementary Bifurcations, Vieweg+Teubner Verlag, Wiesbaden, 1989, pp

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:37.991890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.210212Z digest=sha256:7c7bd290c0a9f9f1765d4e9d8960eb5dac8cda789225179a96915c05b966f564

Observation 23d0be7b-94ba-47b8-b182-dbd67a5c570f · outbound

This paper cites V asw ani, F.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework V asw ani, F

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:37.966674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.215575Z digest=sha256:9ecde1009ec5c277bba4365ce1d0b37af3cba973b6ced511ca47518853da5d0d

Observation 1bba9264-2c27-4fa0-bfd6-8045afbe7e20 · outbound

This paper cites an unresolved cited work.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-08T04:30:37.942982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.221338Z digest=sha256:6e436e34b2982c040edf995d3a983075ec9d34b0a7b6373eaa0ed21eba8001bb

Observation 3336c738-8649-4a8e-8fef-f31004ab2829 · outbound

This paper cites Xiao and T.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework Xiao and T

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:30:37.919031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T04:30:37.226680Z digest=sha256:c624d7db14693eb1269b3330dcc3f5eaf4f744458ba13c253c7a10cf3765b6a6

Observation e00fb817-aa82-4946-a329-0a6833aa1bac · outbound

This paper cites High Probability Guarantees for Random Reshuffling.

Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework High Probability Guarantees for Random Reshuffling

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-08T04:30:37.231943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:30:37.231943Z digest=sha256:2febc7eabeb54644cf1cf549cd390219dd81e8aebf1d264d5e40b9e71d8302ff

Pith citing papers

No inbound Pith citation observations are available.