Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:54:42.655542Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2509.00362.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T13:54:42.655542Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e4aa0bc7-9e5a-44d7-9138-4ab5b4f3b988 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks The Principles of Deep Learning Theory
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb3e46d1-ddea-4f89-9962-93a51c5bdf49 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Goodfellow, Y
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 545a1f57-a38d-41a6-b8d0-96025c70060f · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Learning deep architectures for ai,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16eb901e-4d48-473d-8263-e25e8ad01293 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Deep learning,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8556232-9b0e-4d06-80ad-567df169b552 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Understanding the difficulty of training deep feedforward neural networks,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3db7f36d-6171-40f3-b94b-70dec21a8216 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Rectified linear units improve restricted boltzmann machines,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 96b7fce7-9f10-4413-81d7-84976f8f4933 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Rectifier nonlinearities improve neural network acoustic models,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0f294dad-f83a-437c-b11b-1adace5a5f99 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Delving deep into rectifiers: Surpassing human-level performance on imagenet classification,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c00c4bd-60ce-459d-b28d-b17ffef4afea · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37c2f40e-c271-4a72-ad5a-c3bd5279d82d · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Deep residual learning for image recognition,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a749d5d2-567e-4753-a16c-7454e20071af · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Batch normalization: Accelerating deep network training by reducing internal covariate shift,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e7664735-e697-4e83-b4d2-36e3bfc4b706 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2e7de407-4a55-4d88-8128-f98ce33ada94 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Exact solutions to the nonlinear dynamics of learning in deep linear neural networks
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8df18806-8dee-476a-9ef4-37536b392467 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Improved weight initialization for deep and narrow feedforward neural network,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9852b251-9cd6-4f0e-b23e-fd64527a498a · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Gradient-based learning applied to document recognition,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bbafe7b-d449-4fe0-9bd1-b669fd9c39f4 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Greedy layer-wise training of deep networks,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b29e9942-9c55-4277-9433-e902fc8a8590 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Learning repre- sentations by back-propagating errors,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 47b2b7fb-4ce4-4127-8047-007a5efe0f00 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Backpropagation applied to handwritten zip code recognition,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df1e04ef-e002-4421-b7b4-dc71ddd32eed · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Dying ReLU and Initialization: Theory and Numerical Examples
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb25dd60-b402-40b0-9342-c3bd2767945f · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Robust weight initialization for tanh neural networks with fixed point analysis,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 992c3cc1-1e2b-42b5-bdb6-65452b67badb · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Revisiting weight initialization of deep neural networks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 49db1ae4-ae3d-43b0-89d1-d8fcabd6e020 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Provable benefit of orthogonal initialization in optimizing deep linearnetworks,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 68f188dd-950c-4bd2-8db3-36e116f81b6a · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0a7a0b3-39f4-4558-9391-5cdde1e52974 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Computational optimal transport: With applications to data science,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 50e763ff-8fe3-409a-92da-b9981251a4de · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c62ef329-0ff5-43a1-aff2-fc0471f683c9 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks How to generate random matrices from the classical compact groups
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3340867c-22c0-46f0-8f1a-86f103cf3e93 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 63fdffbe-224f-444b-8031-9f209299d1e6 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Mean field residual networks: On the edge of chaos,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f07fb28b-ef17-4a94-b81b-c6be7d2c9732 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Skewness and kurtosis in real data samples,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5be93ecb-e2e5-4784-a979-cfb714cabfb8 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Transforming variables to central normality,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a9ce912d-6ebd-4f40-b737-63349f450ebb · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks A comparison principle for functions of a uniformly random subspace,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2cc4855d-b4ac-497a-b5d4-03e4c6d9b4c2 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Maxima of entries of haar distributed matrices,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b748df7b-a0bb-4c10-a1fd-4537dc5f68a4 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks A multivariate berry–esseen theorem with explicit constants,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 22ea0ccd-1623-411c-aa17-71f71db790c6 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b09b980d-6478-4ff2-b8c9-3f232b86d2ac · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Deep Information Propagation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d73c2608-812b-4481-a942-17f09ada5173 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks On numerical computation for the distribution of the convolution of N independent rectified Gaussian variables,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 89cc8e28-2522-4a55-be14-290b9ce4385f · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks An analytic solution to covariance propagation in neural networks,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4f919c9-1bd7-4544-8042-9b6d310462b5 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks How to start training: The effect of initialization and architecture,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5dc06971-54f9-4f6b-aae9-77d7cf93878f · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Tensor programs VI: Feature learning in infinite depth neural networks,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ea2258ea-e22e-46d4-9b71-3840855cdd06 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Self- normalizing neural networks,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0e792a62-88eb-4830-8cc7-83f53491ac56 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Becker and R
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7801ff5b-3f05-4d26-8995-d3cf7e2a814c · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Breast cancer wisconsin (diagnostic),
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e07b7b6-48be-4400-970d-ab7e79800402 · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Using the adap learning algorithm to forecast the onset of diabetes mellitus,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0e0bb75e-e000-4dec-a12d-ec29eaac6aae · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Classification of radar returns from the ionosphere using neural networks,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a7a056a5-157b-4ce6-b695-bfc30dad2f4d · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Aeberhard and M
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f78070c5-967c-4984-9d5e-a22021ad85dc · outbound
Optimized Weight Initialization on the Stiefel Manifold for Deep ReLU Neural Networks Least angle regression,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.