Paper Citation Record · LEDGER

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond

As of 16 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:1908.02246.

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

pith.paper-citation-record.v1
1908.02246 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:56:40.950381Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy29
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34221368-0926-40a5-ab25-89b58bb9d35e · outbound

This paper cites Communication complexity of distributed convex learning and optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Communication complexity of distributed convex learning and optimization

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.741995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 820c034f-5b2f-40e7-af32-6d12d578d5fc · outbound

This paper cites Distributed optimization and statistical learning via the alternating direction method of multipliers.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Distributed optimization and statistical learning via the alternating direction method of multipliers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.742452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad03bcc-3478-408d-a835-7298502ba8d4 · outbound

This paper cites Mapreduce: Simplified data processing on large clusters.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Mapreduce: Simplified data processing on large clusters

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.747968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17d672ad-82ed-4340-9a96-be510b8907f1 · outbound

This paper cites Global convergence of the heavy-ball method for convex optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Global convergence of the heavy-ball method for convex optimization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.707241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 37155c8d-b0b0-45da-a07a-38dac8467972 · outbound

This paper cites Result analysis of the nips 2003 feature selection challenge.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Result analysis of the nips 2003 feature selection challenge

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.689375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 86828a51-f01e-4e2b-b707-ff2d213d14bf · outbound

This paper cites Communication-efficient distributed dual coordinate ascent.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Communication-efficient distributed dual coordinate ascent

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.670348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20b708a4-1b4a-4f90-be46-ddcc269595a4 · outbound

This paper cites Accelerating stochastic gradient descent using predictive variance reduction.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Accelerating stochastic gradient descent using predictive variance reduction

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.651536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 91f316db-4419-473b-9539-a921cb63037b · outbound

This paper cites Communication-efficient distributed statistical inference.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Communication-efficient distributed statistical inference

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.635587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c6d9a847-75f4-451c-a779-bca60a5bba93 · outbound

This paper cites Sgdlibrary: A matlab library for stochastic optimization algorithms.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Sgdlibrary: A matlab library for stochastic optimization algorithms

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.619803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1b9c17ae-9a8b-4c81-b969-75b7176bf620 · outbound

This paper cites Federated Optimization: Distributed Machine Learning for On-Device Intelligence.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.786597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 525667de-d909-4a0f-b036-78e3d8851885 · outbound

This paper cites Distributed stochastic variance reduced gradient methods by sampling extra data with replacement.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Distributed stochastic variance reduced gradient methods by sampling extra data with replacement

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.602199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c9c1cf19-6352-4398-95c6-f4d88e7a8f6e · outbound

This paper cites Rcv1: A new benchmark collection for text categorization research.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Rcv1: A new benchmark collection for text categorization research

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.584477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 23637827-80ed-4bf6-9f2f-678f4f70dcd8 · outbound

This paper cites Communication efficient distributed machine learning with the parameter server.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Communication efficient distributed machine learning with the parameter server

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.567141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79d7c40e-eba4-48bc-9374-6680445216e6 · outbound

This paper cites A universal catalyst for first-order optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond A universal catalyst for first-order optimization

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.550942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 557d0506-312b-4c4e-b035-8757938a0e07 · outbound

This paper cites Distributed inexact newton-type pursuit for non-convex sparse learning.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Distributed inexact newton-type pursuit for non-convex sparse learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.535581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b834e0a7-195a-4cb3-8276-75841d77e58e · outbound

This paper cites Linearly convergent stochastic heavy ball method for minimizing generalization error.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Linearly convergent stochastic heavy ball method for minimizing generalization error

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.816148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30cf909-9cb0-4992-a747-8278d928547c · outbound

This paper cites Adding vs.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Adding vs

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.519843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d8273a01-927e-4329-853a-2f6714be9772 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Communication-efficient learning of deep networks from decentralized data

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.503221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79be947f-26fc-4a51-8f4c-ed0dc49bf430 · outbound

This paper cites The landscape of empirical risk for nonconvex losses.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond The landscape of empirical risk for nonconvex losses

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.487273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 94d28a71-67c0-4dc8-a904-5d9c21027f7b · outbound

This paper cites an unresolved cited work.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:41.469568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 72cc93b3-74d7-438a-ba4f-9eb814f43587 · outbound

This paper cites an unresolved cited work.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:56:41.453057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation accc3a1c-a265-470c-82a5-c27545d04b64 · outbound

This paper cites AIDE: Fast and Communication Efficient Distributed Optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond AIDE: Fast and Communication Efficient Distributed Optimization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.851676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080689ef-1c07-4485-a0cd-37a6519a075e · outbound

This paper cites Distributed coordinate descent method for learning with big data.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Distributed coordinate descent method for learning with big data

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.436724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bfc840fc-9b4d-46da-a3a1-00a1f0edef72 · outbound

This paper cites Stochastic convex optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Stochastic convex optimization

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.421154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f579386e-fc33-4592-9c09-43dc41713f0b · outbound

This paper cites Without-replacement sampling for stochastic gradient methods.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Without-replacement sampling for stochastic gradient methods

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.404547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 328426e1-6049-46bc-8cdc-3ee574490f72 · outbound

This paper cites Communication-efficient distributed optimization using an approximate newton-type method.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Communication-efficient distributed optimization using an approximate newton-type method

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.387112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb838575-e59d-4cd4-b542-45032841675b · outbound

This paper cites Cocoa: A general framework for communication-efficient distributed optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Cocoa: A general framework for communication-efficient distributed optimization

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.370702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 804dfa41-00cd-4a1c-88fd-ab9c94e9e1c4 · outbound

This paper cites User-friendly tail bounds for sums of random matrices.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond User-friendly tail bounds for sums of random matrices

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.354028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 87ec6056-e06c-4308-aeb4-87d7801391f4 · outbound

This paper cites Efficient distributed learning with sparsity.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Efficient distributed learning with sparsity

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.337160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 814ed942-a53b-4851-8185-fc1195943a67 · outbound

This paper cites Memory and communication efficient distributed stochastic optimization with minibatch prox.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Memory and communication efficient distributed stochastic optimization with minibatch prox

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.320364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b619de29-a297-4aa8-83b1-e2b20e7a75c7 · outbound

This paper cites Giant: Globally improved approximate newton method for distributed optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Giant: Globally improved approximate newton method for distributed optimization

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.301278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 560d739a-b774-4179-bb89-2bc9020c6470 · outbound

This paper cites A Lyapunov Analysis of Momentum Methods in Optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond A Lyapunov Analysis of Momentum Methods in Optimization

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.904449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79abbc39-2f3f-4f4f-a8e3-34c3f0889fec · outbound

This paper cites Dscovr: Randomized primal-dual block coordinate algorithms for asynchronous distributed optimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Dscovr: Randomized primal-dual block coordinate algorithms for asynchronous distributed optimization

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.283099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2ba41acd-aa31-4a0a-9e90-c694d0620d56 · outbound

This paper cites Petuum: A new platform for distributed machine learning on big data.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Petuum: A new platform for distributed machine learning on big data

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.268019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 791bee6e-58eb-451a-a802-194ca91d52c9 · outbound

This paper cites Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.920748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f537dea-05a9-4229-aaad-cf51ac0958b2 · outbound

This paper cites Di SCO : Distributed optimization for self-concordant empirical loss.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Di SCO : Distributed optimization for self-concordant empirical loss

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.251531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 05fbca17-86a4-431c-8ce4-ad743b8a2d3c · outbound

This paper cites Stochastic primal-dual coordinate method for regularized empirical risk minimization.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Stochastic primal-dual coordinate method for regularized empirical risk minimization

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.234159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 70759b98-91a9-4347-8524-e71af9cee26a · outbound

This paper cites Efficient stochastic gradient hard thresholding.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Efficient stochastic gradient hard thresholding

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:56:41.216550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d73d5625-577a-4409-9cd0-f30822f6b67e · outbound

This paper cites @esa (Ref.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond @esa (Ref

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.940747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc33b6d5-07a9-4509-8aaa-aa891b92289b · outbound

This paper cites an unresolved cited work.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.945800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2464968b-ac44-464a-a730-145e91049784 · outbound

This paper cites an unresolved cited work.

On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T14:56:40.950381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.