Paper Citation Record · LEDGER

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications

As of 9 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2603.06060.

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

pith.paper-citation-record.v1
2603.06060 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-15T14:02:44.140957Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

verified exact14
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier4
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cee16873-e3fb-4143-9ad6-5f6178e02797 · outbound

This paper cites Stochastic Rounding 2.0, with a View towards Complexity Analysis.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Stochastic Rounding 2.0, with a View towards Complexity Analysis

Reference 1

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Observation 380d8147-2ae4-4cf0-abbe-dd7703bdebc9 · outbound

This paper cites OnStochasticRoundingwithFewRandomBits.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications OnStochasticRoundingwithFewRandomBits

Reference 2

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.659889Z

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Observation c0d08091-5ec4-49f4-bc49-fb6ce9755e0d · outbound

This paper cites ��:https://digitalassets.tesla.com/tesla- contents/image/upload/tesla- dojo-technology.pdf.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications ��:https://digitalassets.tesla.com/tesla- contents/image/upload/tesla- dojo-technology.pdf

Reference 3

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Observation 98187937-9e63-4cbf-a2ff-43047e1d3414 · outbound

This paper cites The Positive Effects of Stochastic Rounding in Numerical Algorithms.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications The Positive Effects of Stochastic Rounding in Numerical Algorithms

Reference 4

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Observation 47f4556a-4a61-415d-aea5-9b9454c5a847 · outbound

This paper cites Bounds on Non-Linear Errors for Variance Computation with Stochastic Rounding.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Bounds on Non-Linear Errors for Variance Computation with Stochastic Rounding

Reference 5

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.608099Z

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Observation d2edad73-72d1-455c-9ab4-77fba9e10f95 · outbound

This paper cites StochasticRoundingVarianceandProbabilisticBounds:ANewApproach.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications StochasticRoundingVarianceandProbabilisticBounds:ANewApproach

Reference 6

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.629531Z

Source-reported events for the cited work

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

Observation 8f31006e-cead-460e-a05c-8bd4f40b777b · outbound

This paper cites Stochastic Models for the Evaluation of Numerical Errors.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Stochastic Models for the Evaluation of Numerical Errors

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation 23b74526-c4d2-4637-9096-1a4c14c793bf · outbound

This paper cites ErrorAnalysisofSum-ProductAlgorithmsunderStochasticRound- ing.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications ErrorAnalysisofSum-ProductAlgorithmsunderStochasticRound- ing

Reference 8

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.624679Z

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Observation f434ad17-28da-4e63-bcf3-ed393d523029 · outbound

This paper cites Precision-Aware Deterministic and Probabilistic Error Bounds For Floating Point Summation.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Precision-Aware Deterministic and Probabilistic Error Bounds For Floating Point Summation

Reference 9

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Observation d1af57c6-4110-450d-8702-6d2669fd2cb2 · outbound

This paper cites Stochastic Rounding and Its Probabilistic Backward Error Analysis.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Stochastic Rounding and Its Probabilistic Backward Error Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation 889aa584-c98c-4baf-aa92-76b89a0e1e21 · outbound

This paper cites On Stochastic Roundoff Errors in Gradient Descent with Low-Precision Compu- tation.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications On Stochastic Roundoff Errors in Gradient Descent with Low-Precision Compu- tation

Reference 11

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Observation c4395980-abe3-4af3-9178-129d086d1c1f · outbound

This paper cites OntheConvergenceoftheGradientDescentMethodwithStochasticFixed-Point Rounding Errors Under the Polyak–Łojasiewicz Inequality.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications OntheConvergenceoftheGradientDescentMethodwithStochasticFixed-Point Rounding Errors Under the Polyak–Łojasiewicz Inequality

Reference 12

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.651229Z

Source-reported events for the cited work

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

Observation a6b69fab-565b-4632-9876-e621b26a8287 · outbound

This paper cites StochasticRoundingforLLMTraining:TheoryandPractice.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications StochasticRoundingforLLMTraining:TheoryandPractice

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation a2f0e87f-31a6-4c46-bfc5-39d0b71fbe6c · outbound

This paper cites Probabilistic Error Analysis of Limited-Precision Stochastic Rounding.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Probabilistic Error Analysis of Limited-Precision Stochastic Rounding

Reference 14

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.603358Z

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

Observation e475d784-1f3a-43cd-801d-df5cee18cc71 · outbound

This paper cites Probabilistic Error Analysis of Limited-Precision Stochastic Rounding: Horner’s Algorithm and Pairwise Summation.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Probabilistic Error Analysis of Limited-Precision Stochastic Rounding: Horner’s Algorithm and Pairwise Summation

Reference 15

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Source-reported events for the cited work

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Observation 1447ace3-96b5-4e25-8fe0-b67901838fad · outbound

This paper cites Stochastic Rounding: Implementation, Error Analysis and Applications.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Stochastic Rounding: Implementation, Error Analysis and Applications

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation cac2dace-2ae0-491a-8d9d-63403aff0b7a · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Unresolved cited work

Reference 17

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Observation 9d9d7e65-610c-4ca2-9e8b-b91542cf63bf · outbound

This paper cites arXiv:2509.25149 [cs.CL].

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications arXiv:2509.25149 [cs.CL]

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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This paper cites 2024.��: https://www.amd.com/content/dam/amd/en/documents/instinct- tech- docs/ instruction-set-architectures/amd-instinct-mi300-cdna3-instruction-set- architecture.pdf.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications 2024.��: https://www.amd.com/content/dam/amd/en/documents/instinct- tech- docs/ instruction-set-architectures/amd-instinct-mi300-cdna3-instruction-set- architecture.pdf

Reference 19

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Observation d028afc1-b6bf-49cc-9f45-f2c8c5683737 · outbound

This paper cites Mellempudi et al.Supporting 8-Bit Floating Point Format Operands in a Computing Ar- chitecture.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Mellempudi et al.Supporting 8-Bit Floating Point Format Operands in a Computing Ar- chitecture

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation 2fc585cc-80ff-43ed-95e1-d4e30f9ff892 · outbound

This paper cites Micikevicius et al.OCP 8-bit Floating Point Specification (OFP8).

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Micikevicius et al.OCP 8-bit Floating Point Specification (OFP8)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation f599d5fc-6521-4478-b742-cde6bf490d08 · outbound

This paper cites ��:https://docs.nvidia.com/cuda/pdf/ptx_isa_9.1.pdf.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications ��:https://docs.nvidia.com/cuda/pdf/ptx_isa_9.1.pdf

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation 3c528a3f-6d8d-49f2-b389-b89e3478554f · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Unresolved cited work

Reference 23

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Observation a948c4f8-9ab8-4102-8b09-cd7ea7c0581d · outbound

This paper cites Ascend HiFloat8 Format for Deep Learning.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Ascend HiFloat8 Format for Deep Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation 7f73bbbf-58dd-4e4e-bbb7-9a4556c7ff37 · outbound

This paper cites ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training

Reference 25

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Observation 24bd3a2b-d0ee-4aff-ba77-46b6f09cae0b · outbound

This paper cites A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training

Reference 26

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Observation 75c650e1-398e-45e4-a3f3-d9ab8665cb34 · outbound

This paper cites YouAlreadyHaveIt:AGenerator-FreeLow-PrecisionDNNTrainingFramework UsingStochasticRounding.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications YouAlreadyHaveIt:AGenerator-FreeLow-PrecisionDNNTrainingFramework UsingStochasticRounding

Reference 27

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Observation d2d0328c-9040-41e0-9bbc-135a6207c376 · outbound

This paper cites Dual-Mode Rounding Algorithms and Hardware for Posit-Based DNN Train- ing:TheFutureofMixedPrecisionFrameworks.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Dual-Mode Rounding Algorithms and Hardware for Posit-Based DNN Train- ing:TheFutureofMixedPrecisionFrameworks

Reference 28

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.682992Z

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Observation c74a3c0e-522a-4eaf-b57f-45cbe0b55ffb · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Unresolved cited work

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Observation 142d045f-c799-4d7a-a2c2-502d9fa6f0e8 · outbound

This paper cites Fu et al.Hardware-Accelerated Random Number Generation.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Fu et al.Hardware-Accelerated Random Number Generation

Reference 30

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This paper cites Shah et al.Stochastic Rounding Circuit.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Shah et al.Stochastic Rounding Circuit

Reference 31

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Observation e79b229d-ae50-4a0d-93c9-ef3b0d882631 · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications ��:https://patents.google.com/patent/DE102024129914A1/en

Reference 32

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Observation f97f0115-14a6-4149-9aac-eb65f31a7781 · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Unresolved cited work

Reference 33

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Observation bccd6c35-ce51-4f19-a4b8-d563cd66487c · outbound

This paper cites Oltchik et al.Reproducible Stochastic Rounding for Network-Internal Computing.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Oltchik et al.Reproducible Stochastic Rounding for Network-Internal Computing

Reference 34

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Observation 25d502e3-7e94-4bf5-8b95-3035822adc04 · outbound

This paper cites Training LLMs with MXFP4.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Training LLMs with MXFP4

Reference 35

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Observation d92865d6-ffd4-48df-9f5e-87bee74a35a4 · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Mixed Precision Training

Reference 36

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Observation 0d6c22fd-e0e8-4a21-8d42-fe5fbb1c6e1d · outbound

This paper cites FP4 All the Way: Fully Quantized Training of Large Language Models.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications FP4 All the Way: Fully Quantized Training of Large Language Models

Reference 37

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Observation 4b5e9088-b7a0-4de4-80b2-a927f9b7b837 · outbound

This paper cites TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications TetraJet-v2: Accurate NVFP4 Training for Large Language Models with Oscillation Suppression and Outlier Control

Reference 38

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Source-reported events for the cited work

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Observation 6452c784-6a09-4757-856c-0f9cbf2c816a · outbound

This paper cites Oscillation-Reduced MXFP4 Training for Vision Transformers.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Oscillation-Reduced MXFP4 Training for Vision Transformers

Reference 39

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Observation b02bca8b-07aa-4551-a2ef-1ade7ae21040 · outbound

This paper cites HyperBlockFloatingPoint:GeneralisedQuantizationScheme for Gradient and Inference Computation.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications HyperBlockFloatingPoint:GeneralisedQuantizationScheme for Gradient and Inference Computation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-15T14:02:44.140957Z

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Observation eaf296f0-c5a1-47a9-94af-986abe043abd · outbound

This paper cites TrainingwithFewerBits:UnlockingEdgeLLMsTrainingwithStochasticRound- ing.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications TrainingwithFewerBits:UnlockingEdgeLLMsTrainingwithStochasticRound- ing

Reference 41

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.638446Z

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Observation 13ad5ccb-cb4b-4098-8892-cb4e47bf160b · outbound

This paper cites Multi-Timescale Synaptic Plasticity on Analog Neuromorphic Hardware.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Multi-Timescale Synaptic Plasticity on Analog Neuromorphic Hardware

Reference 42

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Observation aa9fe6eb-b400-4b89-b481-709760b33aff · outbound

This paper cites A Hardware-Efficient Spiking Predictive Coding Architecture with Online STDP Learning.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications A Hardware-Efficient Spiking Predictive Coding Architecture with Online STDP Learning

Reference 43

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.634222Z

Source-reported events for the cited work

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Observation f05fc26b-cc37-4171-a364-ad7b075f59e5 · outbound

This paper cites StochasticRoundingforMemory-EfficientDigitalSimulationofSynap- ticPlasticityUsing8-BitFloating-Point.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications StochasticRoundingforMemory-EfficientDigitalSimulationofSynap- ticPlasticityUsing8-BitFloating-Point

Reference 44

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.664898Z

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Observation 801ba9f3-2760-4630-a63b-adc75021f106 · outbound

This paper cites PeriodicOrbitsinChaoticSystemsSimulatedatLowPrecision.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications PeriodicOrbitsinChaoticSystemsSimulatedatLowPrecision

Reference 45

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.612548Z

Source-reported events for the cited work

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Observation c4d8abcf-8021-492a-a3fb-aece383f5848 · outbound

This paper cites Climate-Change Modelling at Reduced Floating-Point Precision With Stochastic Rounding.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Climate-Change Modelling at Reduced Floating-Point Precision With Stochastic Rounding

Reference 46

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Observation 90f1d141-681e-4388-bb26-d24724c36998 · outbound

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What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications Unresolved cited work

Reference 47

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Observation d438e493-1668-4f96-b623-f359424619f4 · outbound

This paper cites StochasticRoundingImplicitlyRegularizesTall-and-ThinMatrices.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications StochasticRoundingImplicitlyRegularizesTall-and-ThinMatrices

Reference 48

Resolution: verified exact; doi, observed 2026-07-15T14:11:31.678344Z

Source-reported events for the cited work

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Observation 49139104-e41d-4b61-9081-4bbcf04b6ac3 · outbound

This paper cites PyTracer: Automatically Profiling Numerical Instabilities in Python.

What is New in Stochastic Rounding: a Survey on Theory, Hardware, and Applications PyTracer: Automatically Profiling Numerical Instabilities in Python

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-07-15T14:11:31.619821Z

Source-reported events for the cited work

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

Pith citing papers

No inbound Pith citation observations are available.