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Paper Citation Record · LEDGER

The Safety-Privacy Tradeoff in Linear Bandits

As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2504.16371.

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

pith.paper-citation-record.v1
2504.16371 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:14:41.085603Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

40 of 40 outbound references displayed

  • verified exact0
  • verified fuzzy29
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c473c119-65fd-4013-a698-8c8dc2c98c59 · outbound

This paper cites Correlational dueling bandits with application to clinical treatment in large decision spaces,.

The Safety-Privacy Tradeoff in Linear Bandits Correlational dueling bandits with application to clinical treatment in large decision spaces,

Reference 1

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raw_fallback, observed 2026-08-16T11:14:41.665789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.900674Z digest=sha256:c5f786359f299ade63bee33eb9bf4a5bf2ad0d089a089c5b35ace5489d0b06e7

Observation 7f7dc78d-bcc7-4a7c-bd89-485f98e08c4f · outbound

This paper cites Safe pricing mechanisms for distributed resource allocation with bandit feedback,.

The Safety-Privacy Tradeoff in Linear Bandits Safe pricing mechanisms for distributed resource allocation with bandit feedback,

Reference 2

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raw_fallback, observed 2026-08-16T11:14:41.652624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.905445Z digest=sha256:72a1415f52f1b3a3f2db23db51fdd3ebecde36e124a0559bbb5610c0831ee0dd

Observation 3468ced9-f462-4e7c-92f2-91c0d476f569 · outbound

This paper cites Safe online convex optimization with unknown linear safety constraints,.

The Safety-Privacy Tradeoff in Linear Bandits Safe online convex optimization with unknown linear safety constraints,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.909864Z digest=sha256:9d7658e71cef1217f9707c7bca19c3dc46f2f305cd70c1dc70c2a2efe9cb39f1

Observation 3996ca78-e051-49dd-9421-b7f92e612b65 · outbound

This paper cites Linear stochastic bandits under safety constraints,.

The Safety-Privacy Tradeoff in Linear Bandits Linear stochastic bandits under safety constraints,

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:14:40.914596Z digest=sha256:da8444fa916b0608338178c8e970366d910d8e1033fd2d251d5720a9ffce3d9c

Observation 370078df-b627-4786-920f-01995e83e9b9 · outbound

This paper cites The impact of the geo- metric properties of the constraint set in safe optimization with bandit feedback,.

The Safety-Privacy Tradeoff in Linear Bandits The impact of the geo- metric properties of the constraint set in safe optimization with bandit feedback,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.920631Z digest=sha256:cbda48e51a42f74bba5a1dafff0237d1096d2b9520a5b80e300374bb432418ea

Observation 7f27bf5c-d105-4b8c-9b68-b94b20d97181 · outbound

This paper cites Stochastic bandits with linear constraints,.

The Safety-Privacy Tradeoff in Linear Bandits Stochastic bandits with linear constraints,

Reference 6

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raw_fallback, observed 2026-08-16T11:14:41.604563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.925010Z digest=sha256:751a7ced5207090eca4e37f6dd406c0fc87824358e77c71f6b02f6fc862857eb

Observation 9f880bf2-f452-4234-ac38-a92cd5f6e79f · outbound

This paper cites Differential privacy,.

The Safety-Privacy Tradeoff in Linear Bandits Differential privacy,

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:14:40.930462Z digest=sha256:9ad3e07f6c42199e4501827f274ebb0847089ab0544fef6d22cfccd93f9acb5d

Observation bf397408-52b1-4aa6-9cb4-b9776cfa9796 · outbound

This paper cites The algorithmic foundations of differential privacy,.

The Safety-Privacy Tradeoff in Linear Bandits The algorithmic foundations of differential privacy,

Reference 8

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no resolver link, observed 2026-08-16T11:14:40.935262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:14:40.935262Z digest=sha256:10c57916eb3d729a3fa3f0c27f8ee5a12fa4ab80be09314def9d35a29e0759dd

Observation 0ed21e7f-5a27-4630-8b82-72a3cf112721 · outbound

This paper cites Local differential privacy: Tools, challenges, and opportunities,.

The Safety-Privacy Tradeoff in Linear Bandits Local differential privacy: Tools, challenges, and opportunities,

Reference 9

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raw_fallback, observed 2026-08-16T11:14:41.573483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.939066Z digest=sha256:e972f84888bb7220722874aaf1c315066943b90b8744a70f09a3ebad677922cf

Observation 2c3c298c-41c5-45a1-b08b-a38af96e895c · outbound

This paper cites Local differential privacy for data collection and analysis,.

The Safety-Privacy Tradeoff in Linear Bandits Local differential privacy for data collection and analysis,

Reference 10

Resolution
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raw_fallback, observed 2026-08-16T11:14:41.560526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.943389Z digest=sha256:1f228a6bcfb9e153d56e0f2ef5749e8ae7d5a13255e152088274529ef6e960f6

Observation 34b2616d-90ef-4e7f-813b-d7e69eaf1f56 · outbound

This paper cites Differentially private contextual linear bandits,.

The Safety-Privacy Tradeoff in Linear Bandits Differentially private contextual linear bandits,

Reference 11

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.947568Z digest=sha256:8cc4ba2e5fa944ff086467fbcf3048f363c1349f685d6f80419927c0dcb4be18

Observation 03257edb-fb3d-4a7f-9911-ce731c0481bd · outbound

This paper cites (nearly) optimal differentially private stochastic multi-arm bandits,.

The Safety-Privacy Tradeoff in Linear Bandits (nearly) optimal differentially private stochastic multi-arm bandits,

Reference 12

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.952527Z digest=sha256:8dab67b2b01050a475eb17d5b0ecff11fa05eb77548332d3d554196d2162190c

Observation 6ee86823-fc92-4193-975c-7e16cf2876ce · outbound

This paper cites Algorithms for differentially private multi-armed bandits,.

The Safety-Privacy Tradeoff in Linear Bandits Algorithms for differentially private multi-armed bandits,

Reference 13

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.956703Z digest=sha256:46c38968a2acfc96ba4a31228fcf3d04641427fb8e3d3de519b0e82c43f92da0

Observation 632902b1-48a9-4606-b0e3-422aeac96f24 · outbound

This paper cites Differentially private stochastic linear bandits:(almost) for free,.

The Safety-Privacy Tradeoff in Linear Bandits Differentially private stochastic linear bandits:(almost) for free,

Reference 14

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.960794Z digest=sha256:52f5ae06e362fb13ec2af6f245dff5cc4b313d15214979fb660272ac29309862

Observation d80ad6be-943d-4140-bcd0-ba961240474c · outbound

This paper cites Generalized linear bandits with local differential privacy,.

The Safety-Privacy Tradeoff in Linear Bandits Generalized linear bandits with local differential privacy,

Reference 15

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.964636Z digest=sha256:d1e1e3d73a7c661099de29f5102e209a8e34b37ae58a0785b53da189927de1f3

Observation d0948510-f409-40b1-a5a0-ed995fcb3145 · outbound

This paper cites Optimal rates of (locally) differentially private heavy-tailed multi-armed bandits,.

The Safety-Privacy Tradeoff in Linear Bandits Optimal rates of (locally) differentially private heavy-tailed multi-armed bandits,

Reference 16

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.968799Z digest=sha256:3ffefebb2019271aff79a409b53078d899d2812aca07bce3b8480527b6737f3c

Observation f4ee2be4-21f5-4e44-9bfc-d1838a896c2c · outbound

This paper cites Locally differentially private (contextual) bandits learning,.

The Safety-Privacy Tradeoff in Linear Bandits Locally differentially private (contextual) bandits learning,

Reference 17

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.973398Z digest=sha256:12d7e8e32c22823f9b70125aace86db36c036c781fa11dda85c141b0dd5b2e9d

Observation e138a28c-c8c4-4d0d-a71e-4affa0417065 · outbound

This paper cites (lo- cally) differentially private combinatorial semi-bandits,.

The Safety-Privacy Tradeoff in Linear Bandits (lo- cally) differentially private combinatorial semi-bandits,

Reference 18

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.977539Z digest=sha256:09a934f47775fe18609f303577b78f997e3a79e3fb930ff7eb88f3f0e1a7ba27

Observation 3c7b9e94-f989-4078-b9e9-a6307405f8f7 · outbound

This paper cites Safe linear stochastic bandits,.

The Safety-Privacy Tradeoff in Linear Bandits Safe linear stochastic bandits,

Reference 19

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.981835Z digest=sha256:56b8b2c8534c88ceb40760991b35eac29fcb080fcfd09a56b28f0a44327e8ec7

Observation 5933cccc-66e8-45e7-b8d4-fd8cbf45db5e · outbound

This paper cites Differentially-private federated linear ban- dits,.

The Safety-Privacy Tradeoff in Linear Bandits Differentially-private federated linear ban- dits,

Reference 20

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raw_fallback, observed 2026-08-16T11:14:41.407386Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.985593Z digest=sha256:400c38663c793442fd698f07f8408ca1ad3d63bfe3222a1349707f3015ef8059

Observation 45724a65-3001-4850-b263-0e6eb2274c45 · outbound

This paper cites Distributed linear bandits with differential privacy,.

The Safety-Privacy Tradeoff in Linear Bandits Distributed linear bandits with differential privacy,

Reference 21

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:40.989573Z digest=sha256:c87afda7bf4e1b120e9b4b934bf43591d28beb2b8c140fd03afebf2547abbeee

Observation 2d45698f-6496-4a69-8ba9-dd81ba763537 · outbound

This paper cites Improved algorithms for linear stochastic bandits,.

The Safety-Privacy Tradeoff in Linear Bandits Improved algorithms for linear stochastic bandits,

Reference 22

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source=pdf_text observed=2026-08-16T11:14:40.993644Z digest=sha256:fabdd2c724a805273416b3ab76d49c9413a28e7e64628deb006bda31d3d5b31e

Observation 1b3d757c-d186-4f22-ba38-861dfb9b13a4 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:14:40.997996Z digest=sha256:92a0567e8e832daaba981e33dbb3941158bc6cfcf6cec63457becbc4a0233856

Observation 46555306-b4b9-4d55-895e-0a4aba17fa07 · outbound

This paper cites Reviewing and Improving the Gaussian Mechanism for Differential Privacy.

The Safety-Privacy Tradeoff in Linear Bandits Reviewing and Improving the Gaussian Mechanism for Differential Privacy

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:14:41.003450Z digest=sha256:6b803fc7dcc6129a32f1319ed267ed845c9fb42d20a1060e5715640b3ab9b8d2

Observation 1803e48e-6c9b-471f-bcdd-5b1dfc24d159 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-16T11:14:41.008130Z digest=sha256:2729369570a090c8e03cd8934104f0d446b583187895c6b9206e74758d7b3879

Observation 0455200c-b1e0-41f6-9d6b-240fd0b9c334 · outbound

This paper cites Rate-optimal online convex optimization in adaptive linear control,.

The Safety-Privacy Tradeoff in Linear Bandits Rate-optimal online convex optimization in adaptive linear control,

Reference 26

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source=pdf_text observed=2026-08-16T11:14:41.014892Z digest=sha256:276f97ff69e5b4b3c8335332014099332e2935e88e6f9a0dea8f1bab12d97dbd

Observation 5053828c-c3c4-4928-8fec-d4f0af722f53 · outbound

This paper cites To do so, we first explant the process of action selection during the pure exploration phase.

The Safety-Privacy Tradeoff in Linear Bandits To do so, we first explant the process of action selection during the pure exploration phase

Reference 27

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source=pdf_text observed=2026-08-16T11:14:41.020742Z digest=sha256:0bb7e142da732a8fed96d01be50a5b7ea83a859989919fe727e273f9ce1c573d

Observation 787b60d3-7285-4a2d-8288-7d552f0ec8a1 · outbound

This paper cites To sample from this set, define a vector u uniformly sampled from a unit sphere i.i.d, with, E[uuT ] = 1 MdI.

The Safety-Privacy Tradeoff in Linear Bandits To sample from this set, define a vector u uniformly sampled from a unit sphere i.i.d, with, E[uuT ] = 1 MdI

Reference 28

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.027259Z digest=sha256:fae7960e02cb0c79afb4daea060311f5081504e47d53048c8b69ed3f55cf4c16

Observation effd79ef-4dd6-4674-8fc9-96d7710bc413 · outbound

This paper cites For the remainder of the proof, we will condition on this holding without further reference.

The Safety-Privacy Tradeoff in Linear Bandits For the remainder of the proof, we will condition on this holding without further reference

Reference 29

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source=pdf_text observed=2026-08-16T11:14:41.032776Z digest=sha256:8dd93a09c6181198d92b51eab918fa11c17411e58d62e6f9dd86348b2b1180d9

Observation cf3d39f3-4427-4ac7-bd3a-07ec6bbad1b0 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-16T11:14:41.037646Z digest=sha256:e4fb91fac87b22c292c4fdd43c2b1cd808586e7b90874433646051992fca287c

Observation 1470f460-bfe6-429b-ab4b-3a1919748093 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-16T11:14:41.042464Z digest=sha256:a4b2773999d1d0ed012c3272902b259d3e70a7d3551d0583a7b96a0de9a082c7

Observation f51b45c6-82f4-4d24-a7b7-56fbe6db10b3 · outbound

This paper cites First, 1) holds by definition as wm = 1 2q′− 1 2qβT,m ≥ 1 2q′− 1 2qβT,m , (50) for all m∈ [M].

The Safety-Privacy Tradeoff in Linear Bandits First, 1) holds by definition as wm = 1 2q′− 1 2qβT,m ≥ 1 2q′− 1 2qβT,m , (50) for all m∈ [M]

Reference 32

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source=pdf_text observed=2026-08-16T11:14:41.046726Z digest=sha256:3a37e8ba72768c67cedb58f161805537dd48a37fda12930eef625ba21f928dc6

Observation 11af22a6-8239-4c32-8cb7-21594c918bea · outbound

This paper cites Lemma 12.

The Safety-Privacy Tradeoff in Linear Bandits Lemma 12

Reference 33

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.052304Z digest=sha256:522ca4e2ec72309ce21defd3b3d867d1f4c9fc18e6a5404d7804f3e804591ea1

Observation ceeb4333-c44a-4396-b7bb-797d13e3f6e2 · outbound

This paper cites (42)), we can rewrite it as follows: Sharp∞ S′(∆) = ∆ p (M− 1) + (2q′ ˜ρ− 1)2 = ∆ p (M− 1) + (2f(ρ)− 1)2, (64) where f(ρ) = maxm∈[M]ρm PM m=1 1 ρm.

The Safety-Privacy Tradeoff in Linear Bandits (42)), we can rewrite it as follows: Sharp∞ S′(∆) = ∆ p (M− 1) + (2q′ ˜ρ− 1)2 = ∆ p (M− 1) + (2f(ρ)− 1)2, (64) where f(ρ) = maxm∈[M]ρm PM m=1 1 ρm

Reference 34

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source=pdf_text observed=2026-08-16T11:14:41.057394Z digest=sha256:924ca595d7d5ea839b6bf59a8ddf0d01da6239a2fe8fe8ceb218af9d5f04e68f

Observation dfd86a4d-60ab-4a3c-a812-151959ec04d2 · outbound

This paper cites Then, using Theorem 2 and Lemma 8, the regret upper bound for Safe-Private Lin-UCB with a simplex safe set S can be written as a function of privacy vector a.

The Safety-Privacy Tradeoff in Linear Bandits Then, using Theorem 2 and Lemma 8, the regret upper bound for Safe-Private Lin-UCB with a simplex safe set S can be written as a function of privacy vector a

Reference 35

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raw_fallback, observed 2026-08-16T11:14:41.216343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.061503Z digest=sha256:c153fa2172de4727857d1939bba258d8f106f08809e8c119be69dfbd11c32f0d

Observation fc050d61-1bf9-4311-b174-76c4cc4ba485 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:14:41.202858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.066219Z digest=sha256:234733dcb8894ad5a81fab53aa60bfa1328b342473f6d27e8d71f1f46b4b6132

Observation 5bc2165c-6b7d-4f35-a0c3-98a91ae30b36 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:14:41.189193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.071598Z digest=sha256:418123f198858308dfa15de104d38b92056b0889425c8b3b06a2f8d809ee4839

Observation 161ddbfb-1942-49b6-a387-21dd4f6c1a79 · outbound

This paper cites First, we show 1).

The Safety-Privacy Tradeoff in Linear Bandits First, we show 1)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:14:41.176291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.076320Z digest=sha256:53adc883ba6edc098e59a6c5f47ac23e4d27847d67f84865274d736029fdb887

Observation 1251d57b-cef0-4b23-8877-720781613446 · outbound

This paper cites an unresolved cited work.

The Safety-Privacy Tradeoff in Linear Bandits Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:14:41.163440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.080744Z digest=sha256:88c3734bf0862cb90d43d3a521c675bfc34431c4a63fe26ca0be9d8a746da20e

Observation 4da9c0d5-e72a-4092-893d-217094874452 · outbound

This paper cites Also, by definition, maxm∈[M]αm ≥ maxm∈[M]α∗ m.

The Safety-Privacy Tradeoff in Linear Bandits Also, by definition, maxm∈[M]αm ≥ maxm∈[M]α∗ m

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:14:41.149822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T11:14:41.085603Z digest=sha256:da9c73ce646bf03acba46427c833ad365e448b15b29f28c4b8985a68d242a186

Pith citing papers

No inbound Pith citation observations are available.