Paper Citation Record · LEDGER

Visualizing the PHATE of Neural Networks

As of 16 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:1908.02831.

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

pith.paper-citation-record.v1
1908.02831 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:40:10.776297Z

measured 43 of 43 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T20:02:14.293587Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T20:03:43.651694Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy22
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07d073d6-c6c0-44b8-9bd9-9784f766f496 · outbound

This paper cites Adams, and Nando de Freitas.

Visualizing the PHATE of Neural Networks Adams, and Nando de Freitas

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.645863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65bad0d-2a4b-4ed9-b088-4556ee751234 · outbound

This paper cites Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen.

Visualizing the PHATE of Neural Networks Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.246995Z

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 84f9e3ea-1686-42f6-a3eb-5fed0a840847 · outbound

This paper cites Are gans created equal? A large-scale study.

Visualizing the PHATE of Neural Networks Are gans created equal? A large-scale study

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.236988Z

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 fcad6253-b08b-45f4-bde8-ff63fafcf4fa · outbound

This paper cites Qualitatively characterizing neural network optimization problems.

Visualizing the PHATE of Neural Networks Qualitatively characterizing neural network optimization problems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.654657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ac0976-7a55-4319-a89e-a5b4c91d9c9e · outbound

This paper cites Visualizing the loss landscape of neural nets.

Visualizing the PHATE of Neural Networks Visualizing the loss landscape of neural nets

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.227023Z

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 866a780e-1e7c-48b3-88e4-60d9f2724b1b · outbound

This paper cites an unresolved cited work.

Visualizing the PHATE of Neural Networks Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.661445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489e326d-6244-45b2-a4ad-638e155caf61 · outbound

This paper cites The curse of highly variable func- tions for local kernel machines.

Visualizing the PHATE of Neural Networks The curse of highly variable func- tions for local kernel machines

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.217858Z

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 c36bf0ef-a92a-486e-b8a4-8068a3a18d65 · outbound

This paper cites Learning deep architectures for AI.

Visualizing the PHATE of Neural Networks Learning deep architectures for AI

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.670457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c0ded4-e435-4a59-8d8f-d4d59853f7ff · outbound

This paper cites Montúfar and Jason Morton.

Visualizing the PHATE of Neural Networks Montúfar and Jason Morton

Reference 9

Resolution: verified exact; doi, observed 2026-08-14T14:40:10.811165Z

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 1fe50dc2-7970-4c0f-8341-2b18144a88b8 · outbound

This paper cites Montúfar, Razvan Pascanu, KyungHyun Cho, and Yoshua Bengio.

Visualizing the PHATE of Neural Networks Montúfar, Razvan Pascanu, KyungHyun Cho, and Yoshua Bengio

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.208619Z

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 87012bfe-2da7-4bf5-9b02-ba7ce4a2b0ca · outbound

This paper cites Multidimensional scaling.

Visualizing the PHATE of Neural Networks Multidimensional scaling

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.200436Z

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 4e6b649c-92f5-4397-8ede-a51c12138ab6 · outbound

This paper cites Visualizing data using t-sne.

Visualizing the PHATE of Neural Networks Visualizing data using t-sne

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.683945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b140de0-0d90-4b46-9c18-2b740389f905 · outbound

This paper cites A global geometric framework for nonlinear dimensionality reduction.

Visualizing the PHATE of Neural Networks A global geometric framework for nonlinear dimensionality reduction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.187267Z

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 d5642cc2-c490-487f-992a-69ecf4c00f4a · outbound

This paper cites Visualizing transitions and structure for high dimensional data exploration.

Visualizing the PHATE of Neural Networks Visualizing transitions and structure for high dimensional data exploration

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.177830Z

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 a295603c-2219-4d39-a01b-5e7eb31b8d40 · outbound

This paper cites Diffusion maps.

Visualizing the PHATE of Neural Networks Diffusion maps

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.695589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0243f359-0523-496e-9766-3603bd3d4c84 · outbound

This paper cites an unresolved cited work.

Visualizing the PHATE of Neural Networks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:40:11.164102Z

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 a99435e6-9cc4-49dd-bc3f-fd8e6e8332f8 · outbound

This paper cites Diffusion maps for edge-aware image editing.

Visualizing the PHATE of Neural Networks Diffusion maps for edge-aware image editing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.154914Z

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 bbcb3c01-0d80-4123-94f1-fcb8a69539bf · outbound

This paper cites Single-channel transient interference sup- pression with diffusion maps.

Visualizing the PHATE of Neural Networks Single-channel transient interference sup- pression with diffusion maps

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.145366Z

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 66c9457b-5bfa-4e27-9cbd-8e70e3575828 · outbound

This paper cites Multiscale anomaly detection using diffusion maps.

Visualizing the PHATE of Neural Networks Multiscale anomaly detection using diffusion maps

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.135699Z

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 444b251c-e208-437e-af50-6ade586212f3 · outbound

This paper cites Diffusion maps for changing data.

Visualizing the PHATE of Neural Networks Diffusion maps for changing data

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.126472Z

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 93fefe25-67c7-4df9-ad21-3d35d301dcfc · outbound

This paper cites an unresolved cited work.

Visualizing the PHATE of Neural Networks Unresolved cited work

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T14:40:10.918443Z

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 1a849c45-20c9-4ad4-8504-c6546911d072 · outbound

This paper cites Understanding the geometry of transport: Diffusion maps for lagrangian trajectory data unravel coherent sets.

Visualizing the PHATE of Neural Networks Understanding the geometry of transport: Diffusion maps for lagrangian trajectory data unravel coherent sets

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.714743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f937f064-b024-4930-867b-9e82ccb3f816 · outbound

This paper cites MultiView Diffusion Maps.

Visualizing the PHATE of Neural Networks MultiView Diffusion Maps

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:40:10.853590Z

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 6d9c2ee7-4910-418f-80d9-f7a24e528463 · outbound

This paper cites Learning the geometry of common latent variables using alternating-diffusion.

Visualizing the PHATE of Neural Networks Learning the geometry of common latent variables using alternating-diffusion

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.118072Z

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 4a4d8522-0f81-4dfa-96f8-69df8630e0ca · outbound

This paper cites Time coupled diffusion maps.

Visualizing the PHATE of Neural Networks Time coupled diffusion maps

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.110438Z

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 f870fd67-b548-40ac-8570-89f4033ade74 · outbound

This paper cites Community structure in time-dependent, multiscale, and multiplex networks.

Visualizing the PHATE of Neural Networks Community structure in time-dependent, multiscale, and multiplex networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.101558Z

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 a6cfa783-981f-4012-aafd-bb2072cf38b6 · outbound

This paper cites Gradient-based learning applied to document recognition.

Visualizing the PHATE of Neural Networks Gradient-based learning applied to document recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.730105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bebc82c-1a48-4d0f-8f98-129f108cafb3 · outbound

This paper cites Part, Christopher Kanan, and Stefan Wermter.

Visualizing the PHATE of Neural Networks Part, Christopher Kanan, and Stefan Wermter

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.732894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fbe2f5e-f9d0-40a9-a4cd-892725f7a802 · outbound

This paper cites Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines.

Visualizing the PHATE of Neural Networks Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.737336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dfdacd5-1c59-49c2-8dfa-ab1170b26a1f · outbound

This paper cites Duchi, Elad Hazan, and Yoram Singer.

Visualizing the PHATE of Neural Networks Duchi, Elad Hazan, and Yoram Singer

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.086853Z

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 14e792e3-65b9-46e0-b00e-534b2fef2f4e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Visualizing the PHATE of Neural Networks Adam: A Method for Stochastic Optimization

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.746847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 005f9d77-4876-46bb-b9b3-44cb254e4945 · outbound

This paper cites Understanding deep learning requires rethinking generalization.

Visualizing the PHATE of Neural Networks Understanding deep learning requires rethinking generalization

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.067561Z

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 76c2295b-e41d-4410-958f-155f8cd83311 · outbound

This paper cites Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers.

Visualizing the PHATE of Neural Networks Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.756036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5ab5388-8481-4f86-9cd4-ef14802d3795 · outbound

This paper cites Jastrzebski, Nicolas Ballas, David Krueger, Emmanuel Bengio, Maxinder S.

Visualizing the PHATE of Neural Networks Jastrzebski, Nicolas Ballas, David Krueger, Emmanuel Bengio, Maxinder S

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.048629Z

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 3da7c28a-3d5e-410f-85da-79dd41c3f856 · outbound

This paper cites Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdi- nov.

Visualizing the PHATE of Neural Networks Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdi- nov

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.038799Z

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 2f199768-11f8-40b9-9406-00ecf00dba05 · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

Visualizing the PHATE of Neural Networks Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.029203Z

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 85dedef0-70a7-4a91-9a87-ec7b12727dc8 · outbound

This paper cites Understanding dropout.

Visualizing the PHATE of Neural Networks Understanding dropout

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.020836Z

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 1f7d1315-d5af-49b0-be2f-8a452ee230f7 · outbound

This paper cites Pedregosa, G.

Visualizing the PHATE of Neural Networks Pedregosa, G

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.770335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5ce3d3b-ede1-45d1-b1e5-07d7e3574285 · outbound

This paper cites an unresolved cited work.

Visualizing the PHATE of Neural Networks Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T14:40:10.773140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 887cd454-b061-47de-a24d-7cf0699bdafc · outbound

This paper cites structural collapse.

Visualizing the PHATE of Neural Networks structural collapse

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:40:11.002799Z

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 2398037d-c511-459d-a64c-c46539c9b64a · outbound

This paper cites an unresolved cited work.

Visualizing the PHATE of Neural Networks Unresolved cited work

Reference 2011

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:40:11.077635Z

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 0029e946-45c4-4020-bbf0-a1959cd2821d · outbound

This paper cites an unresolved cited work.

Visualizing the PHATE of Neural Networks Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:40:11.058539Z

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.

Pith citing papers

Observation a191e20c-c4be-4710-bb3b-619d46872fc8 · inbound

From Layers to Networks: Comparing Neural Representations via Diffusion Geometry cites this paper.

From Layers to Networks: Comparing Neural Representations via Diffusion Geometry Visualizing the PHATE of Neural Networks

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:03:43.654187Z

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.