Paper Citation Record · LEDGER

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2602.23561.

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

pith.paper-citation-record.v1
2602.23561 v2

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T20:21:35.814796Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T02:30:41.818145Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T12:06:55.953016Z

Reference resolution

45 of 45 outbound references displayed

verified exact0
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f345948d-2b5e-4afe-aa1b-d44ae37d10b6 · outbound

This paper cites Mixing time of exponential random graphs.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Mixing time of exponential random graphs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.222659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c6fc69b-00de-4168-b52f-6439570b0508 · outbound

This paper cites Blei, Andrew Y.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Blei, Andrew Y

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.341722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb65274a-e5b0-4f04-afd1-05a93d2db617 · outbound

This paper cites Blei, Alp Kucukelbir, and Jon D.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Blei, Alp Kucukelbir, and Jon D

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.489506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aaa340d-2502-4071-823a-f5b1661af02e · outbound

This paper cites Deep learning methods for protein function prediction.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Deep learning methods for protein function prediction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.606169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71112a08-26d8-446b-b239-67ae51263dd8 · outbound

This paper cites Bagging predictors.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Bagging predictors

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.709745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14fcda26-59d2-4d69-ad39-bb2692f7140d · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.846175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92bb1f10-f10e-4373-b801-ede746da251a · outbound

This paper cites An Approach to Symbolic Regression Using Feyn.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees An Approach to Symbolic Regression Using Feyn

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:31.921709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cf6362-87ef-49f1-89a2-1814a4245336 · outbound

This paper cites Brunton, Joshua L.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Brunton, Joshua L

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.010105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10536725-eec5-4254-b9bb-2d241ef27fb0 · outbound

This paper cites Machine learning for molecular and materials science.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Machine learning for molecular and materials science

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.108500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82ab9b7-cd15-408c-b9ab-1a724c2ec17d · outbound

This paper cites Chipman, Edward I.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Chipman, Edward I

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.201858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20c14c2-20d9-4700-923e-5a218f0d9e42 · outbound

This paper cites Chipman, Edward I.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Chipman, Edward I

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.267107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6353cd-cdd6-4aa5-98ba-5b9b1b5dc589 · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.423788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f2abf7-efa3-4928-86fe-e5a00ca6c721 · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.485475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5480787-ca7e-4d9f-971c-6fa2a2f3cf8a · outbound

This paper cites Feynman, R.B.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Feynman, R.B

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.544744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ef33f2-c8c0-4318-8338-17eb2f9b51e5 · outbound

This paper cites DEAP : Evolutionary algorithms made easy.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees DEAP : Evolutionary algorithms made easy

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.646506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f6d5cf2-15cf-4a76-be00-fe0c0bd3da1d · outbound

This paper cites Black box variational inference with a deterministic objective: Faster, more accurate, and even more black box.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Black box variational inference with a deterministic objective: Faster, more accurate, and even more black box

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.694914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769f18ad-c913-45ad-82d4-1cac3af5ad65 · outbound

This paper cites Practical Variational Inference for Neural Networks.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Practical Variational Inference for Neural Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.804757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3d80a9-af26-4597-9444-f69548bf74c0 · outbound

This paper cites A bayesian machine scientist to aid in the solution of challenging scientific problems.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees A bayesian machine scientist to aid in the solution of challenging scientific problems

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.864749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f16d204-8ed8-4a59-857e-4eb11fab4e9f · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Categorical Reparameterization with Gumbel-Softmax

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:32.934912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8159726e-e3b0-49dc-9aa9-1d59f3e4f6d8 · outbound

This paper cites Jefferys and James O.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Jefferys and James O

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.084771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf4e5ab9-03ba-4b4f-beb8-e05dc899c29a · outbound

This paper cites Bayesian Symbolic Regression.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Bayesian Symbolic Regression

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.215487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa040294-8f86-401a-82b7-106fbf35d554 · outbound

This paper cites An introduction to variational methods for graphical models.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees An introduction to variational methods for graphical models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.306697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e063c3-164d-45d9-9c6b-18f973a7a1b2 · outbound

This paper cites End-to-end symbolic regression with transformers.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees End-to-end symbolic regression with transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.414761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3661660-b997-41b9-a32f-6812de946113 · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.514753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ab997a-87eb-41b5-b6e7-35b66445a925 · outbound

This paper cites Genetic programming as a means for programming computers by natural selection.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Genetic programming as a means for programming computers by natural selection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.542404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2083b09-3c4d-46bc-a573-759e3f42a346 · outbound

This paper cites Automatic differentiation variational inference.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Automatic differentiation variational inference

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.581245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10a6ce67-b834-445c-af81-95b63e49371b · outbound

This paper cites MCMC for multi-modal distributions.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees MCMC for multi-modal distributions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.685404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8324c4ec-6244-40b3-81c7-4b36a169026f · outbound

This paper cites DARTS : Differentiable architecture search.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees DARTS : Differentiable architecture search

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.820870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7952a838-187f-493e-92f2-93fbfe978470 · outbound

This paper cites Decoupled Weight Decay Regularization.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Decoupled Weight Decay Regularization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:33.895015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e03684c1-86d0-4328-97f4-ad6e7dc382f2 · outbound

This paper cites The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.244751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b93ddb86-8fc2-4771-9ff7-0e39df15dd70 · outbound

This paper cites Mundhenk, Claudio Prata Santiago, Soo Kyung Kim, and Joanne Taery Kim.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Mundhenk, Claudio Prata Santiago, Soo Kyung Kim, and Joanne Taery Kim

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.360837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b7ce10a-0850-48bf-af84-6459d33e3502 · outbound

This paper cites Raissi, P.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Raissi, P

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.404951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89f82aa-b4dd-497b-b327-29dd20cec13a · outbound

This paper cites Automatic differentiation: Techniques and applications.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Automatic differentiation: Techniques and applications

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.484936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ae1f1bb-8b95-4228-8e14-a670cb990ab4 · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.574921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a99a30fb-c5f3-4217-97f9-5bfad87b1a5e · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.615103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db811a69-9024-4b1c-ba8d-34184d5499c3 · outbound

This paper cites VaRT : Variational regression trees.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees VaRT : Variational regression trees

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.784832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ae93c5d-f81a-4ef4-b0b3-f4d1ff2cd725 · outbound

This paper cites Distilling free-form natural laws from experimental data.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Distilling free-form natural laws from experimental data

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:34.899602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b95cb2b5-dd32-4dea-b13f-5cf314a9d5a8 · outbound

This paper cites gplearn : Genetic Programming in Python , 2016.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees gplearn : Genetic Programming in Python , 2016

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.015465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 122eea33-e61e-4d04-af02-0bba9048eb8c · outbound

This paper cites Regression Shrinkage and Selection via the Lasso.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Regression Shrinkage and Selection via the Lasso

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.106575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb7e51ac-2bd0-4de5-a184-3e87a5002b5e · outbound

This paper cites AI Feynman: A physics-inspired method for symbolic regression.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees AI Feynman: A physics-inspired method for symbolic regression

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.170990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5972702d-d9d9-4b3b-b3d2-eb75e15909a6 · outbound

This paper cites an unresolved cited work.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.315646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1f1edb-a33e-4c2c-aff0-c997b91ce8cc · outbound

This paper cites Wainwright and Michael I.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Wainwright and Michael I

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.400690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 069e4bd7-4822-46d8-a76e-c018d7caf123 · outbound

This paper cites Exploring the mathematic equations behind the materials science data using interpretable symbolic regression.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Exploring the mathematic equations behind the materials science data using interpretable symbolic regression

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.483967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba27c760-9eda-4891-bdf4-72548409a5dc · outbound

This paper cites Simple statistical gradient-following algorithms for connectionist reinforcement learning.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Simple statistical gradient-following algorithms for connectionist reinforcement learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.646917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca5579eb-ec56-45fc-8b55-4055e4daaa1d · outbound

This paper cites Machine Learning Methods for Weather Forecasting: A Survey.

VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees Machine Learning Methods for Weather Forecasting: A Survey

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:35.814796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 275d3879-727d-4359-a3a2-43b585c259e1 · inbound

Are you sure? A Comprehensive and Comprehensible Survey of Uncertainty Quantification in Symbolic Regression cites this paper.

Are you sure? A Comprehensive and Comprehensible Survey of Uncertainty Quantification in Symbolic Regression VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-03T02:17:09.849466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.