| 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 | 144 | 2021 |
| 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 | 102 | 2023 |
| Machine learning and invariant theory B Blum-Smith, S Villar Notices of the American Mathematical Society 70 (8), 1205-1213, 2023 | 34* | 2023 |
| 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 | 32 | 2017 |
| 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 | 27 | 2023 |
| When are permutation invariants Cohen–Macaulay over all fields? B Blum-Smith, S Marques Algebra & Number Theory 12 (7), 1787-1821, 2018 | 8 | 2018 |
| Degree bounds for fields of rational invariants of Z/pZ and other finite groups B Blum-Smith, T Garcia, R Hidalgo, C Rodriguez Journal of Pure and Applied Algebra 228 (10), 107693, 2024 | 6 | 2024 |
| Chords of an ellipse, Lucas polynomials, and cubic equations B Blum-Smith, J Wood The American Mathematical Monthly 127 (8), 688-705, 2020 | 5 | 2020 |
| 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 | 5 | 2019 |
| Two inquiries about finite groups and well-behaved quotients B Blum-Smith New York University, 2017 | 3 | 2017 |
| Learning functions on symmetric matrices and point clouds via lightweight invariant features B Blum-Smith, NT Huang, M Cuturi, S Villar arXiv preprint arXiv:2405.08097, 2024 | 2 | 2024 |
| Degree bounds for rational generators of invariant fields of finite abelian groups B Blum-Smith arXiv preprint arXiv:2404.17256, 2024 | 1 | 2024 |
| Equivariant geometric convolutions for emulation of dynamical systems WG Gregory, DW Hogg, B Blum-Smith, MT Arias, KWK Wong, S Villar arXiv preprint arXiv:2305.12585, 2023 | 1* | 2023 |
| 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 |
| Almost-universal symmetry-respecting architectures B Blum-Smith, NT Huang, M Cuturi, S Villar 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
| 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 | | |
Soledad VillarJohns Hopkins Universityjhu.edu의 이메일 확인됨