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Paper Citation Record · LEDGER

One-Bit Distributed Mean Estimation with Unknown Variance

As of 14 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 2 inbound Pith citation observations for arXiv:2501.18502.

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

pith.paper-citation-record.v1
2501.18502 v4

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T23:28:48.678310Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:19:06.726804Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T13:36:24.866557Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy55
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad6f6e95-5482-48bf-9452-6dbb0600fe9d · outbound

This paper cites Inference under Information Constraints I : Lower Bounds from Chi-Square Contraction , 2020 a.

One-Bit Distributed Mean Estimation with Unknown Variance Inference under Information Constraints I : Lower Bounds from Chi-Square Contraction , 2020 a

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.659658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.364060Z digest=sha256:80c9b2538018acac01b7123cba78a7f5b9344d8a10e0010907f52babb8b95be5

Observation ce822ea7-9e56-4990-985c-74fae7403acc · outbound

This paper cites Inference under Information Constraints II : Communication Constraints and Shared Sandomness.

One-Bit Distributed Mean Estimation with Unknown Variance Inference under Information Constraints II : Communication Constraints and Shared Sandomness

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.643492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.370537Z digest=sha256:1db38ac1dd1c9b3a61aa79bc8fbb16a8ebba63d7092187a314391c3b601b2729

Observation c5e73214-0fd7-4d08-8816-b730121fb7de · outbound

This paper cites Inference under Information Constraints III : Local Privacy Constraints.

One-Bit Distributed Mean Estimation with Unknown Variance Inference under Information Constraints III : Local Privacy Constraints

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.627830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.376027Z digest=sha256:380a8227dff23031e7e605b8eff5f29346fccf56c03eb68ea5b4a41208ff69d1

Observation 74e93395-d395-4dc2-97ae-ea79f8076f47 · outbound

This paper cites Optimal rates for nonparametric density estimation under communication constraints.

One-Bit Distributed Mean Estimation with Unknown Variance Optimal rates for nonparametric density estimation under communication constraints

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.610710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.382066Z digest=sha256:0d6fa954cd2631cc91658b9d0d45d32856550d78081898b368eff9f67ccbbe9e

Observation 81191d86-dbca-469a-a95d-1da6557a5d1e · outbound

This paper cites QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding.

One-Bit Distributed Mean Estimation with Unknown Variance QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.593935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.387951Z digest=sha256:c6b5514598d2f73b4ddb79938f0884d163f0bcf85a21093f4716ef85a9352739

Observation c5aebe66-f00f-45df-b9d2-f61cb4fbf970 · outbound

This paper cites Distributed sparse normal means estimation with sublinear communication.

One-Bit Distributed Mean Estimation with Unknown Variance Distributed sparse normal means estimation with sublinear communication

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.577939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.393452Z digest=sha256:382000443bbf2612d4f0c2d925822f66ce15629e048d9ce97156b917f03b2c9b

Observation 81f4d30f-4df0-4116-9fd4-e378ead5ce60 · outbound

This paper cites Unbiased quantization of the L_1 ball for communication-efficient distributed mean estimation.

One-Bit Distributed Mean Estimation with Unknown Variance Unbiased quantization of the L_1 ball for communication-efficient distributed mean estimation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.560732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.399456Z digest=sha256:934cb3f6b51e794bf6e02a3ccb20fb423755267e75cc28407a571854353b193d

Observation 00d6daba-d588-411d-8dc5-055fcaf928bc · outbound

This paper cites Barnes et al.

One-Bit Distributed Mean Estimation with Unknown Variance Barnes et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.545436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.405148Z digest=sha256:996754e972c43a1cc7b7316fef84bb82cb0e5174aba57c824574d1a8379c9d0c

Observation 5bf344d3-d6e4-46f6-ba40-08bf26e5e8ec · outbound

This paper cites Barnes et al.

One-Bit Distributed Mean Estimation with Unknown Variance Barnes et al

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.530510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.410294Z digest=sha256:e4c798b9fca4c75ad6f2917e1678487a9244a6b4cf9878276313b4f1a103bc1c

Observation 78474c32-9112-46e8-87c0-07dabc81c461 · outbound

This paper cites Distributed Testing and Estimation Under Sparse High Dimensional Models.

One-Bit Distributed Mean Estimation with Unknown Variance Distributed Testing and Estimation Under Sparse High Dimensional Models

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.515039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.415614Z digest=sha256:981b9e840ead3929fe6d3e6898dabfeb8bf2bf02716fc6b8960c2c30b7615242

Observation 19b1c0f7-22bc-4576-8f73-fa5f9b816553 · outbound

This paper cites Accelerating federated learning with quick distributed mean estimation.

One-Bit Distributed Mean Estimation with Unknown Variance Accelerating federated learning with quick distributed mean estimation

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.499045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.420634Z digest=sha256:0a254e2b42ed76af5fc1bd3a03f5ecb65198576cc6bd21c71380b77d74f59db2

Observation b6fe1d80-2abe-4d2f-8554-941a1769decc · outbound

This paper cites signSGD: Compressed Optimisation for Non-convex Problems.

One-Bit Distributed Mean Estimation with Unknown Variance signSGD: Compressed Optimisation for Non-convex Problems

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.483192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.425825Z digest=sha256:abc761301c47774b53c96d187b4a24670f18fc907e862f17b4e0029944cb3f12

Observation 1a8372e5-a025-43a3-89ac-e3fe2c25ebe6 · outbound

This paper cites Estimation des densit \'e s: risque minimax.

One-Bit Distributed Mean Estimation with Unknown Variance Estimation des densit \'e s: risque minimax

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.467476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.430684Z digest=sha256:98b5ea3674d1623ec497e56b65f60091b4f4155190c789e315d11e49d070f13f

Observation 75c58c8e-6ce2-46a9-a2e1-c69eb640c02b · outbound

This paper cites Tony Cai and Hongji Wei.

One-Bit Distributed Mean Estimation with Unknown Variance Tony Cai and Hongji Wei

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.451546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.435745Z digest=sha256:7f25a54e2c259b462e88f9348cbcb067a3ff40cd1c98a9c486e12eb345eb94c1

Observation 70bbb479-7715-4be1-87c9-f43fb9a2af55 · outbound

This paper cites Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation.

One-Bit Distributed Mean Estimation with Unknown Variance Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.435682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.440750Z digest=sha256:75f88b06f70c2d5d081d25c4d6475f3fad82784304c7934339de18c10461eb54

Observation c065f5a2-6cc9-4d40-939d-e898c0dd1963 · outbound

This paper cites Tony Cai and Hongji Wei.

One-Bit Distributed Mean Estimation with Unknown Variance Tony Cai and Hongji Wei

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.419999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.445701Z digest=sha256:2cb17c6a32ffd4278a732241feb8e3fbaadf4f884f4faeea8ab8606bd1a2f561

Observation 1ea99ec5-5198-44a3-a109-e1c8311759f1 · outbound

This paper cites Statistical Inference.

One-Bit Distributed Mean Estimation with Unknown Variance Statistical Inference

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.404482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.450615Z digest=sha256:9bf42afdfab32d148955729150318a58a09acb221cd0c53c4f69f9ea3c0d8c9b

Observation 13f24c0b-96fc-4f12-bd4b-c58ef0b153e3 · outbound

This paper cites Performance Limit for Distributed Estimation Systems With Identical One-Bit Quantizers.

One-Bit Distributed Mean Estimation with Unknown Variance Performance Limit for Distributed Estimation Systems With Identical One-Bit Quantizers

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.388938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.455553Z digest=sha256:4dbaf9f427d498fcf5396b1d204a5cacc362be593976d03ce78c9408a3930003

Observation ce1ef98d-791a-4699-a874-89606acb36d2 · outbound

This paper cites Distributed Learning in Wireless Networks: Recent Progress and Future Challenges.

One-Bit Distributed Mean Estimation with Unknown Variance Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.373779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.460627Z digest=sha256:d613a365178c56a304e2db4437d80245afb664fe413a14f475af2748536d1d30

Observation c0beee75-2df7-4544-97b7-322d646440ec · outbound

This paper cites LAG: lazily aggregated gradient for communication-efficient distributed learning.

One-Bit Distributed Mean Estimation with Unknown Variance LAG: lazily aggregated gradient for communication-efficient distributed learning

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.358157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.466968Z digest=sha256:10e54584ddaf28ede284b6ddf791ad82283191bdb01fab33665a4664c5c8e219

Observation 88e6b8bd-8bbd-4696-9af9-b49649d3a9f8 · outbound

This paper cites Distributed Gaussian Processes.

One-Bit Distributed Mean Estimation with Unknown Variance Distributed Gaussian Processes

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.342457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.472184Z digest=sha256:bf351dcba2dd7e23978380f5902bacba17f01e516a82621843469ecc483ed4ea

Observation 4e294c31-35d1-43c2-bf68-20a9a5c7bbd1 · outbound

This paper cites 1-Bit compressive sensing for efficient federated learning over the air.

One-Bit Distributed Mean Estimation with Unknown Variance 1-Bit compressive sensing for efficient federated learning over the air

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.326877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.477398Z digest=sha256:52128f7e9298af06ba677887293c8cb7a0300a8e826a50567ba41594f8ef05d0

Observation cd61d3da-3f8d-411d-8691-78e58497f7a0 · outbound

This paper cites Gill and Boris Y.

One-Bit Distributed Mean Estimation with Unknown Variance Gill and Boris Y

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.311023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.482550Z digest=sha256:32338d1b9d794afe670528a1ef66f30471a6bc40da578d9a71995ecc54fc3e7d

Observation aad8209a-48a9-4378-b2da-8cd72270a3f3 · outbound

This paper cites Geometric lower bounds for distributed parameter estimation under communication constraints.

One-Bit Distributed Mean Estimation with Unknown Variance Geometric lower bounds for distributed parameter estimation under communication constraints

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.295338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.488001Z digest=sha256:abea1ca8937f637c262498dc982ef0a1a628469076f5046a666b7e93746628d0

Observation e4ba48c4-a013-4649-b621-c54bdc718be8 · outbound

This paper cites Geometric Approximation Algorithms, volume 173 of Mathematical Surveys and Monographs.

One-Bit Distributed Mean Estimation with Unknown Variance Geometric Approximation Algorithms, volume 173 of Mathematical Surveys and Monographs

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.278222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.493569Z digest=sha256:8d046b52fb39bc05747452da688a98ab5b14523e28f5f53755c94c1b54b65833

Observation 76e52e33-f17d-4789-a3ae-b1e36d4221e1 · outbound

This paper cites Energy-efficient communication protocol for wireless microsensor networks.

One-Bit Distributed Mean Estimation with Unknown Variance Energy-efficient communication protocol for wireless microsensor networks

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.261588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.499307Z digest=sha256:6af194330929291ebfb02864b3b930aa6592dc0732c517ca6b4c897f023ca861

Observation 37de4c16-95d2-4ff8-871d-94b64a0882ad · outbound

This paper cites Advances and open problems in federated learning.

One-Bit Distributed Mean Estimation with Unknown Variance Advances and open problems in federated learning

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.245813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.504788Z digest=sha256:95704065d86763d238e08f856592e0b1e796b8c12ff3d3c5e249dd4ae7b2778c

Observation 9db2de99-cd9e-491c-8bd2-f5dd873a0410 · outbound

This paper cites an unresolved cited work.

One-Bit Distributed Mean Estimation with Unknown Variance Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-09T23:28:49.231355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.510870Z digest=sha256:2b2c55767d102548d2e02eeb79ed5bde153aa4b565565f55f148d8e7bbd47831

Observation e359c52e-0727-4a88-a26f-11f65e23e1ba · outbound

This paper cites Functional estimation in log-concave location families.

One-Bit Distributed Mean Estimation with Unknown Variance Functional estimation in log-concave location families

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.215871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.516533Z digest=sha256:be4478687ff9c06497bbdb7a395860fac8adfd308ac76fe1a4db7d8df970322c

Observation dcf15b46-7903-4278-bdda-a8dc0c51abf5 · outbound

This paper cites Randomized distributed mean estimation: Accuracy vs.

One-Bit Distributed Mean Estimation with Unknown Variance Randomized distributed mean estimation: Accuracy vs

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.201227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.524607Z digest=sha256:7c419e56b9404743f9213c825cf53049a96d2261912563c4e718c835f05e80d0

Observation 8632d3dc-a111-4135-8cf3-5a011e50de99 · outbound

This paper cites Communication-constrained distributed mean estimation of log-concave distributions.

One-Bit Distributed Mean Estimation with Unknown Variance Communication-constrained distributed mean estimation of log-concave distributions

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.184845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.530163Z digest=sha256:6da301e454d909f00fd7c056006608071db89a00019a81701dbb262130087637

Observation 403a3443-89f5-4a90-b7d4-67b1ecc6e8ef · outbound

This paper cites Sequential 1-bit Mean Estimation with Near-Optimal Sample Complexity.

One-Bit Distributed Mean Estimation with Unknown Variance Sequential 1-bit Mean Estimation with Near-Optimal Sample Complexity

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-09T23:28:48.728356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.535357Z digest=sha256:d5ab32810f572d8fd4dc553d5a1521fc4bfa84faa6ad966ba4195cf1118b387a

Observation 262eb634-6c86-4063-bf8f-7bec0637b8aa · outbound

This paper cites Convergence of estimates under dimensionality restrictions.

One-Bit Distributed Mean Estimation with Unknown Variance Convergence of estimates under dimensionality restrictions

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.169209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.541044Z digest=sha256:c9b2d171d5c1b101103d5c5ca79679eaa29975cb1a7746c1b16423178c421790

Observation b1dc9d53-8ff4-4463-bbc8-95186a46f0fb · outbound

This paper cites Asymptotic Methods in Statistical Decision Theory.

One-Bit Distributed Mean Estimation with Unknown Variance Asymptotic Methods in Statistical Decision Theory

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.153212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.546208Z digest=sha256:0c4019689421c4645d56fa329c88253552d1a0ef53f60b0e42ac5d1d555e967f

Observation aa83f206-8da9-4b5c-a15b-f69f7e2f9cb3 · outbound

This paper cites Lehmann and George Casella.

One-Bit Distributed Mean Estimation with Unknown Variance Lehmann and George Casella

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.137424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.551378Z digest=sha256:e53eefdddda4b793472e205477e6aee081ad1401b7a4c0e419f898371eff6fa1

Observation 9918add3-6482-4d5c-a68b-a6d7bfb94dd5 · outbound

This paper cites Federated Learning: Challenges, Methods, and Future Directions.

One-Bit Distributed Mean Estimation with Unknown Variance Federated Learning: Challenges, Methods, and Future Directions

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.122180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.556517Z digest=sha256:ca327af10c6644789c0c4806e2635dd6ca20820ae17a8b0f05f81a2e55e38e40

Observation 69c14d9c-491c-4fae-9ff5-a040110913c0 · outbound

This paper cites Communication-Efficient Distributed Estimation for High-Dimensional Large-Scale Linear Regression.

One-Bit Distributed Mean Estimation with Unknown Variance Communication-Efficient Distributed Estimation for High-Dimensional Large-Scale Linear Regression

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.107111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.561467Z digest=sha256:2e99951e93c162894c476cfde1271a8961f6128f509e2a05bda7278ccb795175

Observation 004034d0-8fc1-4807-8235-41ec3077a63b · outbound

This paper cites Universal Decentralized Estimation in a Bandwidth Constrained Sensor Network.

One-Bit Distributed Mean Estimation with Unknown Variance Universal Decentralized Estimation in a Bandwidth Constrained Sensor Network

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.091459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.566378Z digest=sha256:27d1b8a678ff186e9e3c98a44d0db656e569f71f909f3d277f2a537d8e2cba5e

Observation 81933b7f-cec1-4f10-8c04-b245dc079755 · outbound

This paper cites Wyner-ziv estimators: Efficient distributed mean estimation with side-information.

One-Bit Distributed Mean Estimation with Unknown Variance Wyner-ziv estimators: Efficient distributed mean estimation with side-information

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.076069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.571554Z digest=sha256:868321979cbe8b265d82d8b8a316831c95903b73de48e8c9db7bfa066061cc2e

Observation 735eb131-f08a-445c-aeaf-2f0cfa82df8d · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

One-Bit Distributed Mean Estimation with Unknown Variance Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.059953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.576934Z digest=sha256:ae117f1a52e23f1e8139c65df08cadd6d091cfc33b5cd293277f9ea8d17235f8

Observation 573e4159-9847-4da6-bbaa-9a642c2ce19c · outbound

This paper cites Convex Functions and Their Applications.

One-Bit Distributed Mean Estimation with Unknown Variance Convex Functions and Their Applications

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.044339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.581997Z digest=sha256:621b2bc1e2dac46d6b31174bb99f2d85f99e760608a79db8f1e7ed0c509762d0

Observation 2f4a6b5c-4577-446d-afb8-d4ee62f1ade2 · outbound

This paper cites Information Theory: From Coding to Learning.

One-Bit Distributed Mean Estimation with Unknown Variance Information Theory: From Coding to Learning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.028736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.587192Z digest=sha256:b4b3c7fa2f421f00a758ef4ee0691e62a05d2b13b92ea469eba85c15ae2911eb

Observation e9fd4150-a00d-4c01-b1fd-870d676b3143 · outbound

This paper cites Fundamental limits of distributed covariance matrix estimation under communication constraints.

One-Bit Distributed Mean Estimation with Unknown Variance Fundamental limits of distributed covariance matrix estimation under communication constraints

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:49.012281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.592049Z digest=sha256:4d9d4c7cd74d7c044e1e47fb085c534aabd95999b2ac58dc002a5cff4ad80acd

Observation db5abc1e-105f-45f9-84b1-8398a76068ad · outbound

This paper cites Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks-part II: Unknown Probability Density Function.

One-Bit Distributed Mean Estimation with Unknown Variance Bandwidth-Constrained Distributed Estimation for Wireless Sensor Networks-part II: Unknown Probability Density Function

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.994454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.597942Z digest=sha256:077fe24a343ec9451ceb64c3682ec54807720ef79207bf06cf86d4874268c7cc

Observation 7bf0fd61-f9b6-4dd9-8cd6-041b80d1ece9 · outbound

This paper cites 1-bit stochastic gradient descent and its application to data-parallel distributed training of speech dnns.

One-Bit Distributed Mean Estimation with Unknown Variance 1-bit stochastic gradient descent and its application to data-parallel distributed training of speech dnns

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.977952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.602826Z digest=sha256:6362cd261375514bb8f75ec514f35fec55716238adf481ccef9cc79b67f961fa

Observation 933f7998-bdf1-4829-9716-d4d4d52ccfbe · outbound

This paper cites Generalized linear models with 1-bit measurements: Asymptotics of the maximum likelihood estimator.

One-Bit Distributed Mean Estimation with Unknown Variance Generalized linear models with 1-bit measurements: Asymptotics of the maximum likelihood estimator

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.960869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.607622Z digest=sha256:5c7c80c9072cd6fc28772790648806e252ede62913c3d0a6564f0818411aab28

Observation 091aa337-58b8-49e9-9894-ca0407a4ef7e · outbound

This paper cites Distributed mean estimation with limited communication.

One-Bit Distributed Mean Estimation with Unknown Variance Distributed mean estimation with limited communication

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.944496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.612499Z digest=sha256:b999ed66060fd15bd749e8e3ef6569850047d6c9966abe0b297c2d006826a272

Observation 3975d93c-eb0e-4783-b940-63637d43b5a4 · outbound

This paper cites 1-bit Adam: communication efficient large-scale training with adam’s convergence speed.

One-Bit Distributed Mean Estimation with Unknown Variance 1-bit Adam: communication efficient large-scale training with adam’s convergence speed

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.927521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.617609Z digest=sha256:54742cbf1dda496aa0cf1aeea8db04f45d215761c1fb9ce193291a65f086e089

Observation c70a1291-f912-4c9f-babf-234fa8d3fc3d · outbound

This paper cites Tsybakov.

One-Bit Distributed Mean Estimation with Unknown Variance Tsybakov

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-09T23:28:48.622654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T23:28:48.622654Z digest=sha256:1105fc04079dcbcbe96b04de83d154a28afd78de74ef222dac8858d5fba551f1

Observation cf9c356a-49ca-4ce2-b862-65f378d367f2 · outbound

This paper cites Van Trees.

One-Bit Distributed Mean Estimation with Unknown Variance Van Trees

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.901396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.627411Z digest=sha256:1146c0ce9def67ac4e8bb0163b4140a594c6ef486da6bb779c0831392dca0931

Observation bd52263d-b0d9-4204-b8b6-71d15a59fca2 · outbound

This paper cites Quantization for maximin are in distributed estimation.

One-Bit Distributed Mean Estimation with Unknown Variance Quantization for maximin are in distributed estimation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.885225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.632454Z digest=sha256:8c68099e2fdef833a28355dc94fb9f7549084790aad8ba9b5d7521486be722ea

Observation 326ef863-1d23-4341-8cef-5afa764b0409 · outbound

This paper cites High-Dimensional Probability: An Introduction with Applications in Data Science.

One-Bit Distributed Mean Estimation with Unknown Variance High-Dimensional Probability: An Introduction with Applications in Data Science

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-09T23:28:48.637710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T23:28:48.637710Z digest=sha256:6ee3ed3f91e1fe1b43c96fb7069e42f043165261d0803f9299713e82eb9ccbee

Observation 6e0f6c2a-5cf9-462a-892d-97a4c606d1d3 · outbound

This paper cites Atomo: Communication-efficient learning via atomic sparsification.

One-Bit Distributed Mean Estimation with Unknown Variance Atomo: Communication-efficient learning via atomic sparsification

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.858799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.642696Z digest=sha256:a5c1397c0e71ce18303dbec205c2328b86d16dbd90e45f8df188afe8c315da5d

Observation c7cdd198-8dbe-435f-82c3-287be91d55d0 · outbound

This paper cites Lecture 5: Quantum fidelity.

One-Bit Distributed Mean Estimation with Unknown Variance Lecture 5: Quantum fidelity

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.842230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.647871Z digest=sha256:7b2792763ca28dd18cd1c397b9bb3aa3f3c977daf3a22025dd59f8c52672e187

Observation a9216b21-4b00-4199-a4b6-757dbd70c9de · outbound

This paper cites Information-theoretic methods for high-dimensional statistics.

One-Bit Distributed Mean Estimation with Unknown Variance Information-theoretic methods for high-dimensional statistics

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.824230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.653226Z digest=sha256:2d0571bed0add5ee5b45393e593e558a0ff406d41d20413fb02e85b5272a21e6

Observation 75a63cb3-c691-4fc5-a7a2-477ce1c4b50f · outbound

This paper cites A proof of the fisher information inequality via a data processing argument.

One-Bit Distributed Mean Estimation with Unknown Variance A proof of the fisher information inequality via a data processing argument

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.807280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.658275Z digest=sha256:475e8200d5cfddc5a2ad583fba6a9a98c0a94cc953f432bcae7799f96de0bcee

Observation d4ff8eae-9279-407f-bdea-5dfe89a00b1f · outbound

This paper cites Communication-efficient algorithms for statistical optimization.

One-Bit Distributed Mean Estimation with Unknown Variance Communication-efficient algorithms for statistical optimization

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.788752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.663142Z digest=sha256:19a59b9d612dff7e9c419f27c11654cf35b7f7bcbb3c235c001c682954462f0d

Observation 5d971fe2-69d8-419b-bd60-549f098707b5 · outbound

This paper cites Information-theoretic lower bounds for distributed statistical estimation with communication constraints.

One-Bit Distributed Mean Estimation with Unknown Variance Information-theoretic lower bounds for distributed statistical estimation with communication constraints

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.772327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.668150Z digest=sha256:a65d2c1c5b4a16f600959dd70452a4f60b35151db15124b99ae32b8146556f2e

Observation 947be518-e14d-4417-a583-c65054e99d13 · outbound

This paper cites One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis.

One-Bit Distributed Mean Estimation with Unknown Variance One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:28:48.755979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-09T23:28:48.673110Z digest=sha256:228bd90093754d5bb3fb5f6f474ce243833736cff73f9c411732508f63e7cc47

Observation 1527db34-d41e-4c3b-acc9-d2902be4efc9 · outbound

This paper cites write newline.

One-Bit Distributed Mean Estimation with Unknown Variance write newline

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-09T23:28:48.678310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T23:28:48.678310Z digest=sha256:24301de4ef246cb8f493ad2323f635a465306bb69f185bae0ebf43249c4d593a

Pith citing papers

Observation 34eb5cde-f96b-445e-9491-e4b20103ebe4 · inbound

Sequential 1-bit Mean Estimation with Near-Optimal Sample Complexity cites this paper.

Sequential 1-bit Mean Estimation with Near-Optimal Sample Complexity One-Bit Distributed Mean Estimation with Unknown Variance

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-06-24T02:14:45.610286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-18T13:35:47.619034Z digest=sha256:f01e2ee689b67dee6d4141799e9591f50dbf2db356920e7809cef6b12c6fc028

Observation 0281ad82-91c0-42fe-8178-acc0f6d87ef8 · inbound

Interaction Is Not Necessary for Order-Optimal 1-Bit Mean Estimation cites this paper.

Interaction Is Not Necessary for Order-Optimal 1-Bit Mean Estimation One-Bit Distributed Mean Estimation with Unknown Variance

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T05:19:06.726804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:19:06.726804Z digest=sha256:13067cbf11751ad9c4674566b0c912e711d668fecf3acaef34f528a2824fc854