Ben Blum-Smith

According to our database, Ben Blum-Smith authored at least 8 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning functions on symmetric matrices and point clouds via lightweight invariant features.

Ben Blum-Smith, Ningyuan Huang, Marco Cuturi, Soledad Villar

CoRR, 2024

2023

Dimensionless machine learning: Imposing exact units equivariance.

Soledad Villar, Weichi Yao, David W. Hogg, Ben Blum-Smith, Bianca Dumitrascu

J. Mach. Learn. Res., 2023

GeometricImageNet: Extending convolutional neural networks to vector and tensor images.

Wilson Gregory, David W. Hogg, Ben Blum-Smith, Maria Teresa Arias, Kaze W. K. Wong, Soledad Villar

CoRR, 2023

2022

Equivariant maps from invariant functions.

Ben Blum-Smith, Soledad Villar

CoRR, 2022

2021

Scalars are universal: Gauge-equivariant machine learning, structured like classical physics.

Soledad Villar, David W. Hogg, Kate Storey-Fisher, Weichi Yao, Ben Blum-Smith

CoRR, 2021

Scalars are universal: Equivariant machine learning, structured like classical physics.

Soledad Villar, David W. Hogg, Kate Storey-Fisher, Weichi Yao, Ben Blum-Smith

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Chords of an Ellipse, Lucas Polynomials, and Cubic Equations.

Ben Blum-Smith, Japheth Wood

Am. Math. Mon., 2020

2017

Estimation under group actions: recovering orbits from invariants.

Afonso S. Bandeira, Ben Blum-Smith, Amelia Perry, Jonathan Weed, Alexander S. Wein

CoRR, 2017