Paper Citation Record · LEDGER

Total Variation Distance Estimation in Autoregressive Models

As of 10 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 1 inbound Pith citation observation for arXiv:2607.19510.

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

pith.paper-citation-record.v1
2607.19510 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:40:06.491872Z

measured 20 of 20 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 2026-07-30T11:31:09.974861Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f91f822-dd69-4537-87a8-7a56baebf260 · outbound

This paper cites A Chasm Between Identity and Equivalence Testing with Conditional Queries.

Total Variation Distance Estimation in Autoregressive Models A Chasm Between Identity and Equivalence Testing with Conditional Queries

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.045355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee3a52a-1550-4745-bfc5-231cddee2793 · outbound

This paper cites An empirical characterization of outages and incidents in public services for large language models.

Total Variation Distance Estimation in Autoregressive Models An empirical characterization of outages and incidents in public services for large language models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.636749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15d350c3-7c11-4925-87f5-9e14bec72ff9 · outbound

This paper cites Because oracle noise at this condition is small, a faithful scoring oracle should almost never assign zero mass to a token the engine itself just sampled.

Total Variation Distance Estimation in Autoregressive Models Because oracle noise at this condition is small, a faithful scoring oracle should almost never assign zero mass to a token the engine itself just sampled

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.427876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7e9e569-2368-4bef-ae0e-42c37f13c566 · outbound

This paper cites Model changelists: Characterizing updates to ml models.

Total Variation Distance Estimation in Autoregressive Models Model changelists: Characterizing updates to ml models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.789890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e9bebc-fdc3-4d14-a127-777d7d820c31 · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Total Variation Distance Estimation in Autoregressive Models GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.865933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd44f4c-e65e-4fcf-bba4-8a0576716fd6 · outbound

This paper cites Defeating nondeterminism in LLM in- ference.Thinking Machines Lab: Connectionism, September 2025.https:// thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/.

Total Variation Distance Estimation in Autoregressive Models Defeating nondeterminism in LLM in- ference.Thinking Machines Lab: Connectionism, September 2025.https:// thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.058248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28df961a-10af-42e1-aa75-904138cbd0f1 · outbound

This paper cites EAGLE-2: faster inference of language models with dynamic draft trees.

Total Variation Distance Estimation in Autoregressive Models EAGLE-2: faster inference of language models with dynamic draft trees

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.128490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82fba45e-4363-4653-8bf1-04df90258b84 · outbound

This paper cites KIVI: A tuning-free asymmetric 2bit quantiza- tion for KV cache.

Total Variation Distance Estimation in Autoregressive Models KIVI: A tuning-free asymmetric 2bit quantiza- tion for KV cache

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.193537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b624ccd3-f407-4194-82fb-8cab6b714b7a · outbound

This paper cites On Distribution Testing in the Conditional Sampling Model.

Total Variation Distance Estimation in Autoregressive Models On Distribution Testing in the Conditional Sampling Model

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.295699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eacb42de-bd0d-4923-905c-ed915a1a991a · outbound

This paper cites Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test.

Total Variation Distance Estimation in Autoregressive Models Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.366692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f04f067-dee0-4d48-9333-9fce6eaf3b08 · outbound

This paper cites an unresolved cited work.

Total Variation Distance Estimation in Autoregressive Models Unresolved cited work

Reference 2000

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:06.491872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d871d1e-1d80-41c9-bdd2-c4e501af75a1 · outbound

This paper cites Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami.

Total Variation Distance Estimation in Autoregressive Models Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami

Reference 2001

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.979495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e828b8c3-9a1c-4135-a797-fa2344371d28 · outbound

This paper cites Tight simulation of a distribution using conditional samples.

Total Variation Distance Estimation in Autoregressive Models Tight simulation of a distribution using conditional samples

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.145585Z

Source-reported events for the cited work

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Observation 8e57c642-752c-4200-83cd-33e6c122f3cb · outbound

This paper cites Are you getting what you pay for? auditing model substitution in llm apis.arXiv preprint arXiv:2504.04715,.

Total Variation Distance Estimation in Autoregressive Models Are you getting what you pay for? auditing model substitution in llm apis.arXiv preprint arXiv:2504.04715,

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.583891Z

Source-reported events for the cited work

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Observation 94589030-b3ea-490d-a505-350968d8b5b8 · outbound

This paper cites A short note on an inequality between KL and TV.

Total Variation Distance Estimation in Autoregressive Models A short note on an inequality between KL and TV

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.389477Z

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Observation 83ebb0f0-a6f8-4853-9b81-f4fd1d9041d2 · outbound

This paper cites Ran- dom restrictions of high dimensional distributions and uniformity testing with subcube conditioning.

Total Variation Distance Estimation in Autoregressive Models Ran- dom restrictions of high dimensional distributions and uniformity testing with subcube conditioning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.447314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 083bd85b-1451-4e3d-aa13-e6e2e705c9d5 · outbound

This paper cites Accu- racy is not all you need.

Total Variation Distance Estimation in Autoregressive Models Accu- racy is not all you need

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.725054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2afc3b-148e-4026-b217-60e54f14e24c · outbound

This paper cites Improved Bounds for High-Dimensional Equivalence and Product Testing using Subcube Queries.

Total Variation Distance Estimation in Autoregressive Models Improved Bounds for High-Dimensional Equivalence and Product Testing using Subcube Queries

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.211025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8948bc6b-beee-48af-9c2b-b9b9a830e9ac · outbound

This paper cites [AVC25] Afra Amini, Tim Vieira, and Ryan Cotterell.

Total Variation Distance Estimation in Autoregressive Models [AVC25] Afra Amini, Tim Vieira, and Ryan Cotterell

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T12:40:05.307937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1764e45d-12ce-4b97-a347-4881a3954d8f · inbound

Linear time approximation of the TV distance between product distributions cites this paper.

Linear time approximation of the TV distance between product distributions Total Variation Distance Estimation in Autoregressive Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-30T11:31:09.974861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.