Workshop on optimization methods got accepted at ICML 2020!

Semi-supervised learning (SSL) - A systematic survey

Solution uniqueness on overparameterized matrix sensing at AISTATS 2020.

An updated overview of recent gradient descent algorithms

FourierSAT at AAAI 2020.

Learning Sparse Distributions using Iterative Hard Thresholding at NeurIPS 2019.

Rice’s Data to Knowledge team gives recommendation to Houston City Council

Workshop on optimization methods got accepted at NeurIPS 2019!

Compressing Gradient Optimizers via Count-Sketches at ICML 2019.

Panic attacks during public speaking

Our algorithm in the news!

Fast and provable algorithms for QST at Nature.

Simple algorithms for low-rank approximations at UAI 2018.

IHT-dies-hard paper got accepted at AISTATS 2018.

Statistical inference using SGD got accepted at AAAI 2018.

Setting up a Nvidia GPU-equipped computer

Our paper in AISTATS 2017

Non-convex workshop at ICML 2016 - Part I

Papers in ICML 2016 & COLT 2016

Workshop on non-convex methods at ICML 2016!

Simons Seminar at UT

Telling a story about IHT using Python (Chapter II)

Three papers accepted to AISTATS 2016

Telling a story about IHT using Python (Chapter I)

Seminars at UT