Hybrid Random Features
Published in ICLR, 2022
Download here
Publications
Debiasing a First-order Heuristic for Approximate Bi-level Optimization
Published in ICML 2021, 2021
Download here
Sub-Linear Memory: How to Make Performers SLiM
Published in NeurIPS, 2021
Download here
PolyViT: Co-training Vision Transformers on Images, Videos and Audio
Published in Arxiv, 2021
Download here
Rethinking Attention with Performers
Published in ICLR, 2021
Download here
CWY Parametrization for Scalable Learning of Orthogonal and Stiefel Matrices
Published in AISTATS, 2021
Download here
On the Expressive Power of Self-Attention Matrices
Published in Arxiv, 2021
Download here
Stochastic Flows and Geometric Optimization on the Orthogonal Group
Published in ICML, 2020
Download here
An Ode to an ODE
Published in NeurIPS, 2020
Download here
Tractable Minor-free Generalization of Planar Zero-field Ising Models
Published in JSTAT ML, 2020
Download here
Inference and Sampling of $ K_{33} $-free Ising Models
Published in ICML, 2019
Download here