Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:05:18.093533Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 3 inbound Pith citation observations for arXiv:2510.12071.
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 2026-08-04T10:05:18.093533Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T06:49:54.421270Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T11:36:55.218721Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 43782384-81b4-44ec-9c4d-d284179bcd6c · outbound
Influence Dynamics and Stagewise Data Attribution write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d35d0e6-cd45-4245-b668-47f2afbee953 · outbound
Influence Dynamics and Stagewise Data Attribution The loss kernel: A geometric probe for deep learning interpretability, 2025
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0804cecb-7f4d-4bb1-93da-48aa02852b29 · outbound
Influence Dynamics and Stagewise Data Attribution Consideration on the learning efficiency of multiple-layered neural networks with linear units
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88dc41ac-8611-46cd-8444-7f6bba9c278a · outbound
Influence Dynamics and Stagewise Data Attribution If Influence Functions are the Answer , Then What is the Question ? 2022
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44630bc0-58bb-4be5-9882-9d7fb81d1f34 · outbound
Influence Dynamics and Stagewise Data Attribution Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e08f7173-d61f-4c3a-b2fc-110890c4dc95 · outbound
Influence Dynamics and Stagewise Data Attribution Structural Inference : Studying Small Language Models with Susceptibilities , April 2025
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e8ea588-968d-4976-b40f-f73a1b1a575d · outbound
Influence Dynamics and Stagewise Data Attribution Curriculum learning
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a48c391f-4a2c-49b4-8747-be004763e0fc · outbound
Influence Dynamics and Stagewise Data Attribution Pythia: a suite for analyzing large language models across training and scaling
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dbc91a5-def6-44ef-acbe-e380b2a4c86a · outbound
Influence Dynamics and Stagewise Data Attribution Dynamics of Transient Structure in In-Context Linear Regression Transformers
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 810bcffc-ea8a-4668-9f6b-08c6d59443e3 · outbound
Influence Dynamics and Stagewise Data Attribution HyDRA : Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation baffe498-a4df-475a-94e3-9658ca4ba200 · outbound
Influence Dynamics and Stagewise Data Attribution Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a69a3794-98da-4fae-9e8d-0ae0759894c7 · outbound
Influence Dynamics and Stagewise Data Attribution Training Data Attribution (TDA): Examining Its Adoption & Use Cases
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2c564ed-4b05-43ff-9c7a-b9ef8e52a1bc · outbound
Influence Dynamics and Stagewise Data Attribution Dennis Cook
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a08005c1-1cb7-4b7f-be42-f9fb10bf8a45 · outbound
Influence Dynamics and Stagewise Data Attribution Characterizations of an empirical influence function for detecting influential cases in regression
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af4f4661-66b1-4240-9aa3-c65a747a8aed · outbound
Influence Dynamics and Stagewise Data Attribution Dennis Cook and Sanford Weisberg
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86b539b1-8519-44b5-b4e5-405ce1c1fe4e · outbound
Influence Dynamics and Stagewise Data Attribution Multidimensional scaling
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9518d7c1-f1f5-4067-ba95-8f009822df84 · outbound
Influence Dynamics and Stagewise Data Attribution The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09763e35-0550-4777-bee2-31e809b1e494 · outbound
Influence Dynamics and Stagewise Data Attribution Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bf84c9e-13ee-4abd-b312-9288dc40d30e · outbound
Influence Dynamics and Stagewise Data Attribution Automated curriculum learning for neural networks
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40012a6-ecab-4d0f-8678-66895a333cfe · outbound
Influence Dynamics and Stagewise Data Attribution Studying Large Language Model Generalization with Influence Functions
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fc30f9f-1fb6-49cd-be3c-0fa47ab12d68 · outbound
Influence Dynamics and Stagewise Data Attribution Learning distributed representations of concepts
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28901f34-1c93-4b70-a910-31d8dd7af26e · outbound
Influence Dynamics and Stagewise Data Attribution Emergence of Computational Structure in a Neural Network Physics Simulator
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc4ca220-8ecc-4f70-96b9-d18021a425e3 · outbound
Influence Dynamics and Stagewise Data Attribution Loss Landscape Degeneracy and Stagewise Development in Transformers
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 094c1e3d-92e6-4a5f-b7da-b40b5dbccf34 · outbound
Influence Dynamics and Stagewise Data Attribution Loss landscape degeneracy and stagewise development in transformers
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c05f3b02-781a-4c8d-b937-b7883e79b4ac · outbound
Influence Dynamics and Stagewise Data Attribution The growth of logical thinking from childhood to adolescence: An essay on the construction of formal operational structures
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84059201-ed5f-410b-b46b-efb0ffbef8a0 · outbound
Influence Dynamics and Stagewise Data Attribution Semantic and conceptual development: An ontological perspective
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 683381e6-0376-4a69-ad10-3e586deb8ae9 · outbound
Influence Dynamics and Stagewise Data Attribution Understanding Black-box Predictions via Influence Functions
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe5cea41-0803-4efd-93f7-1c735585c42d · outbound
Influence Dynamics and Stagewise Data Attribution Bayesian influence functions for hessian-free data attribution, 2025
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7332133d-e8f9-478a-b3ed-2f01df1686d2 · outbound
Influence Dynamics and Stagewise Data Attribution The local learning coefficient: a singularity-aware complexity measure
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a96eef11-fcd5-4a5f-ad5b-8cca6ade7e8c · outbound
Influence Dynamics and Stagewise Data Attribution Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb7c1ddb-d735-4333-8255-409382850673 · outbound
Influence Dynamics and Stagewise Data Attribution You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6dd0975-11c0-46b7-b1da-212750ae27c5 · outbound
Influence Dynamics and Stagewise Data Attribution Preconditioned stochastic gradient langevin dynamics for deep neural networks
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b9ccb4f-c2fa-4159-a122-b4700dc1c1cd · outbound
Influence Dynamics and Stagewise Data Attribution Tilting the odds at the lottery: the interplay of overparameterisation and curricula in neural networks
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6adda16b-3ed1-44d8-8543-46aa47f36b80 · outbound
Influence Dynamics and Stagewise Data Attribution Optimizing neural networks with Kronecker -factored approximate curvature
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b183cd7-e6c1-404d-88d2-3a646ba76ec3 · outbound
Influence Dynamics and Stagewise Data Attribution A connectionist perspective on knowledge and development
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04ad5327-2335-4082-88fd-6c4c6ac44d25 · outbound
Influence Dynamics and Stagewise Data Attribution In-context learning and induction heads
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bcff91c-3621-44e4-994b-09a185a01a0c · outbound
Influence Dynamics and Stagewise Data Attribution Estimating Training Data Influence by Tracing Gradient Descent
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5272c602-6651-40cc-bf64-aa16b660878e · outbound
Influence Dynamics and Stagewise Data Attribution On the spectral bias of neural networks
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 426ee3b4-9ef4-4485-8c33-1e9603ba77f6 · outbound
Influence Dynamics and Stagewise Data Attribution Semantic cognition: A parallel distributed processing approach
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23246495-df41-4244-b5ea-834074ddb9a0 · outbound
Influence Dynamics and Stagewise Data Attribution 1 learning and connectionist
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3c1ffa7-47b0-47e2-bc51-6ead0418b24d · outbound
Influence Dynamics and Stagewise Data Attribution Exact solutions to the nonlinear dynamics of learning in deep linear neural networks
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d04fd8a8-7332-41e0-9c28-c29a15dd96da · outbound
Influence Dynamics and Stagewise Data Attribution Saxe, James L
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 254b045d-8f17-4a25-a482-4e9e182b572a · outbound
Influence Dynamics and Stagewise Data Attribution LLM Circuit Analyses Are Consistent Across Training and Scale
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66d35cff-bff9-42fe-8f74-2ca7210bdca8 · outbound
Influence Dynamics and Stagewise Data Attribution Multidimensional scaling: I
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 292b8195-3500-4fa9-a850-dfd97c33ab70 · outbound
Influence Dynamics and Stagewise Data Attribution Structure Development in List-Sorting Transformers
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad3df73-a5c0-4fda-aacf-286b2f6edd3e · outbound
Influence Dynamics and Stagewise Data Attribution Deep learning generalizes because the parameter-function map is biased towards simple functions
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43c9fdb7-8275-4232-9c4e-aac368bc32a5 · outbound
Influence Dynamics and Stagewise Data Attribution Asymptotic statistics, volume 3
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e56d6dac-e5d5-4a23-9679-a3f7ec5dfa0d · outbound
Influence Dynamics and Stagewise Data Attribution Embryology of a Language Model
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 842ed135-5c1d-41c5-a1a4-c060a31ca7b1 · outbound
Influence Dynamics and Stagewise Data Attribution Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1564ede7-297a-4353-9e0b-7d7b9b81c344 · outbound
Influence Dynamics and Stagewise Data Attribution A survey on curriculum learning
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ca00e40-f409-4d8c-a8c6-4d487524c6ad · outbound
Influence Dynamics and Stagewise Data Attribution Algebraic Geometry and Statistical Learning Theory
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f320c01-dc34-46b8-8ff2-2269e2c1a7d3 · outbound
Influence Dynamics and Stagewise Data Attribution Mathematical theory of Bayesian statistics
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70ff1903-ecf6-4ae6-899d-eaaa8043afa9 · outbound
Influence Dynamics and Stagewise Data Attribution Bayesian learning via stochastic gradient Langevin dynamics
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d43b2339-172f-481c-ab96-f5937a30eef9 · outbound
Influence Dynamics and Stagewise Data Attribution When Do Curricula Work?
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4364f366-8517-4d01-9553-bb2ee5533b39 · outbound
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 205ab987-7bb3-4d52-8844-51f900b0299c · outbound
Influence Dynamics and Stagewise Data Attribution Unresolved cited work
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72e9d8ff-b317-4a94-b89b-14b1e04e6513 · outbound
Influence Dynamics and Stagewise Data Attribution Gradient Similarity: An Explainable Approach to Detect Adversarial Attacks against Deep Learning
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2a310f25-cd59-4c19-91cf-51a840eab3cf · inbound
Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units Influence Dynamics and Stagewise Data Attribution
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f4c0163-db8c-4f13-b87b-0e5b2e1494ad · inbound
Mapping data sensitivities in global QCD analysis with linear response and influence functions Influence Dynamics and Stagewise Data Attribution
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 08233de0-5b51-404c-8063-d87cb9df8e74 · inbound
Dead Directions: Geometric Singular Learning Influence Dynamics and Stagewise Data Attribution
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.