Ben Blum-Smith

11 papers A* 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Estimating the Euclidean distortion of an orbit space.
CoRR
Ben Blum-Smith, Harm Derksen, Dustin G. Mixon, Yousef Qaddura, Brantley Vose
2025 J jnl
Functions on Symmetric Matrices and Point Clouds via Lightweight Invariant Features from Galois Theory.
SIAM J. Appl. Algebra Geom.
Ben Blum-Smith, Ningyuan Teresa Huang, Marco Cuturi, Soledad Villar
2024 J jnl
Learning functions on symmetric matrices and point clouds via lightweight invariant features.
CoRR
Ben Blum-Smith, Ningyuan Huang, Marco Cuturi, Soledad Villar
2023 J jnl
Dimensionless machine learning: Imposing exact units equivariance.
J. Mach. Learn. Res.
Soledad Villar, Weichi Yao, David W. Hogg, Ben Blum-Smith, Bianca Dumitrascu
2023 J jnl
GeometricImageNet: Extending convolutional neural networks to vector and tensor images.
CoRR
Wilson Gregory, David W. Hogg, Ben Blum-Smith, Maria Teresa Arias, Kaze W. K. Wong, Soledad Villar
2022 J jnl
Dimensionless machine learning: Imposing exact units equivariance.
CoRR
Soledad Villar, Weichi Yao, David W. Hogg, Ben Blum-Smith, Bianca Dumitrascu
2022 J jnl
Equivariant maps from invariant functions.
CoRR
Ben Blum-Smith, Soledad Villar
2021 A* conf
Scalars are universal: Equivariant machine learning, structured like classical physics.
NeurIPS
Soledad Villar, David W. Hogg, Kate Storey-Fisher, Weichi Yao, Ben Blum-Smith
2021 J jnl
Scalars are universal: Gauge-equivariant machine learning, structured like classical physics.
CoRR
Soledad Villar, David W. Hogg, Kate Storey-Fisher, Weichi Yao, Ben Blum-Smith
2020 J jnl
Chords of an Ellipse, Lucas Polynomials, and Cubic Equations.
Am. Math. Mon.
Ben Blum-Smith, Japheth Wood
2017 J jnl
Estimation under group actions: recovering orbits from invariants.
CoRR
Afonso S. Bandeira, Ben Blum-Smith, Amelia Perry, Jonathan Weed, Alexander S. Wein