Paper Citation Record · LEDGER

Ensuring Reliability via Hyperparameter Selection: Review and Advances

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2502.04206.

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

pith.paper-citation-record.v1
2502.04206 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:15:31.873343Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:39:50.353680Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T16:39:50.907659Z

Reference resolution

32 of 32 outbound references displayed

verified exact3
verified fuzzy19
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f2c38a02-44fe-48c8-8f40-d0bdec649ed8 · outbound

This paper cites Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.725221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc560fa-c485-4146-8b39-3f946bbaca74 · outbound

This paper cites Quantile learn-then-test: Quantile-based risk control for hyperparameter optimization,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Quantile learn-then-test: Quantile-based risk control for hyperparameter optimization,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.395604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 572ad18d-9ff8-4390-8d68-8f2332e74c73 · outbound

This paper cites Statistically Valid Information Bottleneck via Multiple Hypothesis Testing.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Statistically Valid Information Bottleneck via Multiple Hypothesis Testing

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T23:15:32.015933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ef674b3-0150-4903-aed8-5808449e7268 · outbound

This paper cites Efficiently controlling multiple risks with Pareto testing,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Efficiently controlling multiple risks with Pareto testing,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.380052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61d3efdb-320a-4fae-aece-24f4143d4be3 · outbound

This paper cites Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-08T23:15:31.993359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 24159528-f539-4fd8-9adb-5db40ff72652 · outbound

This paper cites Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.753012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca61c9e-81a2-42b5-8655-d6c7400ab5db · outbound

This paper cites On hyperparameter optimization of machine learning algorithms: Theory and practice,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances On hyperparameter optimization of machine learning algorithms: Theory and practice,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.758658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f6d124b-006a-48bf-8736-018a137d4613 · outbound

This paper cites Random search for hyper-parameter opti- mization.,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Random search for hyper-parameter opti- mization.,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.355286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d73fcbf-f6b4-422b-b265-e6085b5bdf7d · outbound

This paper cites Practical bayesian optimiza- tion of machine learning algorithms,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Practical bayesian optimiza- tion of machine learning algorithms,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.767940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 421f9b66-0b04-4933-b367-ced93382c88f · outbound

This paper cites Achieving the promise of artificial intelligence in health and medicine: Building a foundation for the future,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Achieving the promise of artificial intelligence in health and medicine: Building a foundation for the future,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.329116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02b05e91-0b5c-404a-9680-fdb4f2fa8286 · outbound

This paper cites What, indeed, is an achievable provable guarantee for learning-enabled safety-critical systems,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances What, indeed, is an achievable provable guarantee for learning-enabled safety-critical systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.314501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e50433ad-a9b9-4782-b1e2-793f6d5f1018 · outbound

This paper cites Confident adaptive language modeling,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Confident adaptive language modeling,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.299399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b307a0bd-3716-433b-914f-7fc8c7ce40ab · outbound

This paper cites Image-to-image regres- sion with distribution-free uncertainty quantification and applications in imaging,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Image-to-image regres- sion with distribution-free uncertainty quantification and applications in imaging,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.283895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d59db5cf-ca64-48e2-ad93-684db45b682a · outbound

This paper cites Learning to broadcast for ultra-reliable communication with differential quality of service via the conditional value at risk,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Learning to broadcast for ultra-reliable communication with differential quality of service via the conditional value at risk,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.266391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eef41b75-6ed1-4482-be01-68de63c460b8 · outbound

This paper cites Multi-objective optimization for power efficient full-duplex wireless communication systems,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Multi-objective optimization for power efficient full-duplex wireless communication systems,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.251517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cafd47bc-c577-4165-b1a9-db19a68ee22e · outbound

This paper cites Adaptive and flexible model-based ai for deep receivers in dynamic channels,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Adaptive and flexible model-based ai for deep receivers in dynamic channels,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.235244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af883c49-514d-47c5-8420-2d0cbeb18432 · outbound

This paper cites What if we had used a different app? reliable counterfactual kpi analysis in wireless systems,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances What if we had used a different app? reliable counterfactual kpi analysis in wireless systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.218283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a948b2fe-8109-4dc4-b556-0f7a842b0db3 · outbound

This paper cites Hypothesis testing with e-values.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Hypothesis testing with e-values

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.809860Z

Source-reported events for the cited work

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Observation e187c913-2f33-4f85-bc59-f04d340d9e6a · outbound

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Ensuring Reliability via Hyperparameter Selection: Review and Advances Unresolved cited work

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f95745c-ae96-4298-b25d-57e0370b28a2 · outbound

This paper cites A review of uncertainty quantification in deep learning: Techniques, applications and challenges,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances A review of uncertainty quantification in deep learning: Techniques, applications and challenges,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.819396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aeabe6f-c8b4-493a-8efa-328dd34ab804 · outbound

This paper cites An Information-Theoretic Approach to Generalization Theory.

Ensuring Reliability via Hyperparameter Selection: Review and Advances An Information-Theoretic Approach to Generalization Theory

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-08T23:15:31.935063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2b81966-f42f-494e-b63b-3ebd46ad5fc5 · outbound

This paper cites Wireless Suite: A collection of problems in wireless telecommunications,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Wireless Suite: A collection of problems in wireless telecommunications,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.179873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ea46dcd-2696-4d4a-b6fb-b9ca939d3842 · outbound

This paper cites The information bottleneck method,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances The information bottleneck method,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.164589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 568f4871-1f9f-4a0e-8a82-cdfe3a5ecd89 · outbound

This paper cites Multiple testing in clinical trials,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Multiple testing in clinical trials,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.148956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 503dcbc2-a388-4756-8fc7-a1618f11098d · outbound

This paper cites Semi-Supervised Risk Control via Prediction-Powered Inference.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Semi-Supervised Risk Control via Prediction-Powered Inference

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.842301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d71efa2-d55e-41df-9af5-fb85505e196a · outbound

This paper cites Controlling the false discovery rate: a practical and powerful approach to multiple testing,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Controlling the false discovery rate: a practical and powerful approach to multiple testing,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.846828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6430a924-70e9-4d15-bc63-48136d69c30a · outbound

This paper cites AI-Enabled Radio Resource Alloca- tion in 5G for URLLC and eMBB Users,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances AI-Enabled Radio Resource Alloca- tion in 5G for URLLC and eMBB Users,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.123854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bdfeb36d-9d89-4b25-8d4b-02f69b3ac5fc · outbound

This paper cites Dynamic resource allocation schemes for embb and urllc services in 5g wireless networks,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Dynamic resource allocation schemes for embb and urllc services in 5g wireless networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.108518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation abe78cc5-0a35-454c-aca3-63c975b2d7ee · outbound

This paper cites Intelligent energy saving solution of 5g base station based on artificial intelligence technologies,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Intelligent energy saving solution of 5g base station based on artificial intelligence technologies,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.092504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 546cd472-901a-4f99-ae52-fe267b6b1e95 · outbound

This paper cites an unresolved cited work.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.864686Z

Source-reported events for the cited work

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Observation ef4b1548-4582-4394-8075-9891c58c0830 · outbound

This paper cites A sequential algorithm for false discovery rate control on directed acyclic graphs,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances A sequential algorithm for false discovery rate control on directed acyclic graphs,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.067039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d909c754-92df-414c-aa3d-db1e811849ac · outbound

This paper cites Online multiple testing with e-values,.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Online multiple testing with e-values,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T23:15:32.050854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 18aecee8-f057-43fd-8730-18ff2c8e0586 · inbound

Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs cites this paper.

Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs Ensuring Reliability via Hyperparameter Selection: Review and Advances

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:39:50.920930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.