Sharpness and well-conditioning of nonsmooth convex formulations in statistical signal recovery [slides]

Sampling Theory and Applications Conference (SAMPTA)

New Haven, CT, USA 7/2023

Revisiting Spectral Bundle Methods: Primal-dual (Sub)linear Convergence Rates [slides]

The seventh International Conference on Continuous Optimization (ICCOPT)

Bethlehem, PA, USA 7/2022

SIAM Conference on Optimization (OP23) 

Seattle, WA, USA 6/2023

Flat minima generalize for low-rank matrix recovery [slides]

The ML-Opt seminar of the Institute for Foundations of Data Science at UW

Seattle, WA, USA 5/2022

Canadian applied and industrial Mathematics Society Annual Meeting 2022

Kelowna, BC, CAN 6/2022 

2022 INFORMS Annual Meeting

Indianapolis, IN 10/2022

Algorithmic Regularization in Model-free Overparametrized Asymmetric Matrix Factorization [slides]

56th Annual Conference on Information Sciences and Systems (CISS) 

Online 3/2022

INFORMS 2022 Optimization Society Conference

Greenville, SC, USA   3/2022

kFW: A Frank-Wolfe style algorithm with stronger subproblem oracles [slides]

2021 INFORMS Annual Meeting

Anaheim, CA, USA 10/2021

Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence  [presentation]

International Conference on Machine Learning (ICML)

Online 7/2020

An Optimal-Storage Approach to Semidefinite Programming using Approximate Complementarity  [slides]

SIAM Conference on Computational Science and Engineering

Spokane, WA, USA 2/2019

2019 INFORMS Annual Meeting

Seattle, WA, USA 10/2019

The Leave-one-out Approach for Matrix Completion: Primal and Dual Analysis [slides]

International Symposium on Mathematical Programming (ISMP)

Bordeaux, France 7/2018

Higher-Order Cone Programming [slides]

China-Korea International Conference on Matrix Theory with Applications

Shanghai, China 12/2016

International Symposium on Mathematical Programming (ISMP)

Bordeaux, France 7/2018