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Paper Citation Record · LEDGER

Clipping the Price of Adaptivity at the Tail

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2606.22669.

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

pith.paper-citation-record.v1
2606.22669 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T10:25:20.703566Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

41 of 41 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved34
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 94ac5816-0249-4888-905e-1fab5d3518cf · outbound

This paper cites Attia and T.

Clipping the Price of Adaptivity at the Tail Attia and T

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:c3ab7c89ad249fe09654330358e9f1cc3fc029418eb1a269f121a211e8657d1f

Observation ec2e6acd-9a99-4ff7-91f0-d46d6f1aadc4 · outbound

This paper cites Beck and M.

Clipping the Price of Adaptivity at the Tail Beck and M

Reference 2

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:d68aafbb42aa77142e454be4152fe2712ba2e7c98d7da4a2c7ab03b9d123fd9f

Observation 50114f6b-fb0a-458a-a32f-277b6a7a227d · outbound

This paper cites Bhaskara, A.

Clipping the Price of Adaptivity at the Tail Bhaskara, A

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:7e4b8bba45f483811df7466d4aa03f0e8e4a220e47de9851ff9ade153c175b26

Observation 32ea813e-823d-4a9b-a496-d8c2662143a2 · outbound

This paper cites Borovkov.Probability Theory.

Clipping the Price of Adaptivity at the Tail Borovkov.Probability Theory

Reference 4

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:1cb5f71306de7ac00f2969e4a39ea3d7f6814ced147f548fc6060925066deb51

Observation da154086-6958-4b85-ba8c-14b43d33ca5d · outbound

This paper cites Carmon and O.

Clipping the Price of Adaptivity at the Tail Carmon and O

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:f4f5c507b5da8432035c8e8e8ba3bb3cb7de0cace3286c4687849980e831387f

Observation 5b7072be-4685-4ab5-b969-e7faf5646b50 · outbound

This paper cites Carmon and O.

Clipping the Price of Adaptivity at the Tail Carmon and O

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:e55c5fbdc4d7ce5847f6b5a3907128cb5034f9e20daf13d1eeb37101873e6905

Observation 45f33aad-b376-4bc3-b0e3-02ab1ad522c5 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:797866db1e77d2d6346af0e8a6178396f9747e673433c92d6ed3fae4bf133e91

Observation 4536c7e0-3e57-4f71-abc0-6db3fb1989d4 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:525438ca4466f241659aac86e55eaccfea8e40f9eb5a43701690a7d12c82d583

Observation c7bf9832-7595-4e46-bd2b-4ce3e42660c9 · outbound

This paper cites Cutkosky and F.

Clipping the Price of Adaptivity at the Tail Cutkosky and F

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:f37365acba1729e09b46210f3c75a46cd4a000ce1cbbf52f261d543ebce7515e

Observation 4230099d-a828-40b0-a810-41a7e12c0c20 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:b07333f6d5d76db7ff50a1a1fcb9073a680c03a8ccb1f1bd99bde1bcd5dde784

Observation 6de53e75-de06-4c4f-a4fe-e7db34db3582 · outbound

This paper cites A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization.

Clipping the Price of Adaptivity at the Tail A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-04T09:09:43.445992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:b3a03d2e5fb831a41ff78cc4355870f9583e8e677911e69cb141d797662037d0

Observation adf8d8e8-55b9-47ae-957a-d80678222adc · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:beed81544ea5a21c887ee9783f6cdb16a39b86d3363682b59f3839511a98556f

Observation b6b841e9-f31e-4bfd-b130-930b75e7f073 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:09:43.451624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:56c59e981c3e9a4fa0bcffd2601061695382992cfcfa3d8a47c8da6437f7c9bd

Observation f6ef02ce-f256-418b-8b4f-273b13a247d2 · outbound

This paper cites DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule.

Clipping the Price of Adaptivity at the Tail DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:09:43.451285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:0cc8ecaadc1c3f6cc755de2e71945804af7423201c39efa2fd95c3f873efa4cd

Observation 09ae3347-0f0d-4317-8b0d-7848226373c0 · outbound

This paper cites Jacobsen and A.

Clipping the Price of Adaptivity at the Tail Jacobsen and A

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:7fb4cd4d2a3d575511f518aea271e0b6fb7733e0b24bac31f7a736311f91d2f8

Observation d0afff77-c37d-4d42-a98d-3b11c1ef73b9 · outbound

This paper cites Khaled and C.

Clipping the Price of Adaptivity at the Tail Khaled and C

Reference 16

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:8e4bc081999f3c63deb2957f3f7e5ae7a6bba40780733a2b940472531ae7e4ed

Observation 0815f4e5-63d3-49ef-8542-558e71f1da12 · outbound

This paper cites Kreisler, M.

Clipping the Price of Adaptivity at the Tail Kreisler, M

Reference 17

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:d3ab326923e6b88431223f1bd6ae8e72a75b50b21ca23fe8f04183109e8c9513

Observation 9d8e736e-3b35-41d0-b764-977d2ff37d19 · outbound

This paper cites The Sample Complexity of Parameter-Free Stochastic Convex Optimization.

Clipping the Price of Adaptivity at the Tail The Sample Complexity of Parameter-Free Stochastic Convex Optimization

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-07-04T09:09:43.454234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:ca7fe1a237031797b63f6287f9f4b097c33e3e11582b254cf2ad24bb06def2f9

Observation f060b836-c8ac-4f90-be84-db3063df2ed5 · outbound

This paper cites Dual Averaging Converges for Nonconvex Smooth Stochastic Optimization.

Clipping the Price of Adaptivity at the Tail Dual Averaging Converges for Nonconvex Smooth Stochastic Optimization

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:09:43.442549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:b7d7739baf97bbc1102444da445d3e43179012008940f36d4a3519a795fef87d

Observation 49c80497-1afa-4a1c-97bf-113d0f5a4033 · outbound

This paper cites Luo and R.

Clipping the Price of Adaptivity at the Tail Luo and R

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:f623b8850a54c7714087466cfd078f5d57436e146715e817baa8a8279623ae66

Observation 6674d6c0-3cbc-41c3-8523-dd19cb2eb9a0 · outbound

This paper cites Maurer and M.

Clipping the Price of Adaptivity at the Tail Maurer and M

Reference 21

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:cd8c90f51a6caf7fbd271d1d7949e39de6aa7f093058c29fa34b6fb3bd95ebbf

Observation b0fcd7cf-4d5a-4a74-aacd-eb4facadf831 · outbound

This paper cites Mhammedi and W.

Clipping the Price of Adaptivity at the Tail Mhammedi and W

Reference 22

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:c5b5c45a259ea1ba99793dcbbd92b42406523b399a12a6dbf21f3017b743639e

Observation db7b70c9-0b65-4568-9826-d8b78950e75b · outbound

This paper cites Montasser, S.

Clipping the Price of Adaptivity at the Tail Montasser, S

Reference 23

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:178e0c37a49630f2b274d00c2bdf61873fe36c409371e028e208441711d2bdb6

Observation 75e31cda-2d36-4aa2-a865-ea714b2bdbaa · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 24

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:e5255ce1069d544f90833a35d8d51069e938acfebf3f200128ed9e60e64e7432

Observation 31b04f0c-0727-4773-b84f-bab481865acb · outbound

This paper cites Nemirovski and D.

Clipping the Price of Adaptivity at the Tail Nemirovski and D

Reference 25

Resolution
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no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:7a8aecdff071b0f26b64d78ec4a9bf341bbd8be386dbf9017bddb600205e9e23

Observation 4a598541-e0b4-460d-b425-9aa84a978542 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:a7dab149963895bf3649b9623954023a5246d2d7ceabe8cc204a656fff2f19cd

Observation 3e5778d3-16f2-4add-810f-361bd70a7f47 · outbound

This paper cites Online Learning: A Modern Introduction Using Convex Optimization.

Clipping the Price of Adaptivity at the Tail Online Learning: A Modern Introduction Using Convex Optimization

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-07-04T09:09:43.439816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:7658bbede4d3fd2123a51915e88d37e6997de1e4bdeda3d5b1e06312381509f2

Observation a8bf973e-012e-4c25-a3b4-c782a4efe1bd · outbound

This paper cites Orabona and D.

Clipping the Price of Adaptivity at the Tail Orabona and D

Reference 28

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no resolver link, observed 2026-06-26T10:25:20.703566Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:40b33e3d52d6cc7e1651fca51ebc183cf33946bf8a049c1c84957d70bfbe5fed

Observation 6918ab8b-39ed-470c-8e1c-9818f93e3661 · outbound

This paper cites Orabona and T.

Clipping the Price of Adaptivity at the Tail Orabona and T

Reference 29

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:a1a0704eef9e9787c84206c8304a98479d8e36ca173d925dd15d9a8aaf7f1106

Observation 5e8ceecf-b54c-4ebb-a6c2-a9f491292701 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:3c97a3601b978a8d01c4c4897d6f907a7b3d4591c8b1085532b4f1385b72a68c

Observation c7e0fd4d-b94c-46de-b8f3-cc517042604d · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:10bef3a6ad28d87026390a91159e9673602e92c4e16bc9abde12c310f0ca192c

Observation c6a8a489-0081-40a0-be9f-7e84f4a54d82 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:1b62e3895fff9b1ea4fa2bf1fa519a1c9b4bbfb5a23d0c430d72635d4007a549

Observation cfaf5420-18aa-43d5-9f69-03f6688d6800 · outbound

This paper cites Zhang, A.

Clipping the Price of Adaptivity at the Tail Zhang, A

Reference 33

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:aa9549a4fb7476f5710d9c442f77a1d0337c657b8ce9ff220564f87762e255a8

Observation d67d1d35-3cf1-437f-a53f-020a6f890d3d · outbound

This paper cites p EX[Vn(X)]> p Vn(X) +c r 8 ln(1/δ) n−1 # ≤δ,and P.

Clipping the Price of Adaptivity at the Tail p EX[Vn(X)]> p Vn(X) +c r 8 ln(1/δ) n−1 # ≤δ,and P

Reference 34

Resolution
malformed identifier
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:0d0347e0ebadc6719f75238ecf0e93817725d5c7ea91c6c7be4144ecdceb1f6e

Observation 4744caf0-e307-4117-b1d6-8a2c382d0a82 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:6ce17f2d6124d60ba6b50ed1021f797d703af04577cb18fd092642a54940e1cb

Observation f11ce2b8-7400-4297-8238-8de7cfa31e37 · outbound

This paper cites ∇Es∼ ˜P f(x;s)− 1 N NX i=1 ∇f(x;s i) # j ≥ ˆL p 8 ln(2d/δ)√ N   ≤ δ d . Thus, by a union bound we obtain that P s1,...,sN iid∼ ˜P.

Clipping the Price of Adaptivity at the Tail ∇Es∼ ˜P f(x;s)− 1 N NX i=1 ∇f(x;s i) # j ≥ ˆL p 8 ln(2d/δ)√ N   ≤ δ d . Thus, by a union bound we obtain that P s1,...,sN iid∼ ˜P

Reference 36

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:6260beab812f7248ac08a38089fee9dd35825fdec75bd399b00902e87ded1dd4

Observation 5fe1388d-ef90-4bca-aa4d-0e6b634d075d · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:91858683dea895be1adeb1fd3eb241bdb6e506edb57eb30f673d863b958342ba

Observation 96ac21e8-7f8b-4311-b736-054c39fe5cd6 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:1e2ca72b109c6122320091d82fb7fc565a349bdf7dc52b9196903a8611ff5e79

Observation e9330b20-0025-4ca9-97e2-2624622d08e1 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:e131e846811787fbc0a8ada94ab02feb7b68e459a18043a8004395a8c15030ed

Observation d2d44ea6-fa15-4167-9efe-7772804613f3 · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:4ccddbfd4b6abdac465546dea7be7ab33869adc97a01d9354505da6de631248c

Observation 532fedf3-114d-492d-8269-b86abd0bd59e · outbound

This paper cites an unresolved cited work.

Clipping the Price of Adaptivity at the Tail Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-26T10:25:20.703566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T10:25:20.703566Z digest=sha256:501def12480608b29bfbd2d145c956e2fa3ac547cf4764c263bb207cb34c219f

Pith citing papers

No inbound Pith citation observations are available.