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Benjamin Blum-Smith
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Scalars are universal: Equivariant machine learning, structured like classical physics
S Villar, D Hogg, K Storey-Fisher, W Yao, B Blum-Smith
Advances in Neural Information Processing Systems 34, 2021
912021
Estimation under group actions: recovering orbits from invariants
AS Bandeira, B Blum-Smith, J Kileel, J Niles-Weed, A Perry, AS Wein
Applied and Computational Harmonic Analysis 66, 236-319, 2023
842023
The Fundamental Theorem on Symmetric Polynomials: History's First Whiff of Galois Theory
B Blum-Smith, S Coskey
The College Mathematics Journal 48 (1), 18-29, 2017
292017
Machine learning and invariant theory
B Blum-Smith, S Villar
Notices of the American Mathematical Society 70 (8), 1205-1213, 2023
15*2023
Dimensionless machine learning: Imposing exact units equivariance
S Villar, W Yao, DW Hogg, B Blum-Smith, B Dumitrascu
Journal of Machine Learning Research 24 (109), 1-32, 2023
122023
When are permutation invariants Cohen–Macaulay over all fields?
B Blum-Smith, S Marques
Algebra & Number Theory 12 (7), 1787-1821, 2018
72018
Chords of an ellipse, Lucas polynomials, and cubic equations
B Blum-Smith, J Wood
The American Mathematical Monthly 127 (8), 688-705, 2020
52020
A rotation group whose subspace arrangement is not from a real reflection group
B Blum-Smith
Linear Algebra and its Applications 581, 405-412, 2019
52019
Two inquiries about finite groups and well-behaved quotients
B Blum-Smith
New York University, 2017
32017
GeometricImageNet: Extending convolutional neural networks to vector and tensor images
W Gregory, DW Hogg, B Blum-Smith, MT Arias, KWK Wong, S Villar
arXiv preprint arXiv:2305.12585, 2023
12023
Degree bounds for fields of rational invariants of and other finite groups
B Blum-Smith, T Garcia, R Hidalgo, C Rodriguez
arXiv preprint arXiv:2303.05626, 2023
12023
The things in proofs are weird: a thought on student difficulties
B Blum-Smith
https://blogs.ams.org/matheducation/2020/05/20/the-things-in-proofs-are …, 2020
2020
Purely noncommuting groups
B Blum-Smith, FA Bogomolov
European Journal of Mathematics 5 (4), 1173-1191, 2019
2019
Some thoughts about epsilon and delta
B Blum-Smith
https://blogs.ams.org/matheducation/2019/08/19/some-thoughts-about-epsilon …, 2019
2019
Generating invariant functions using gradients
B Blum-Smith
2024 Spring Southeastern Sectional Meeting, 0
Fair-division approaches to redistricting
B Blum-Smith, SJ Brams, I Jamil, S Villar
2022 Virtual Joint Mathematics Meetings (JMM 2022), 0
Statistical estimation under group actions
J Niles-Weed, A Bandeira, B Blum-Smith, J Kileel, A Perry, A Wein
2021 Joint Mathematics Meetings (JMM), 0
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Articles 1–17