Understanding algorithms in machine learning
Talk, UBC Computer Science Committee on Outreach, Diversity, and Equity, University of British Columbia
Talks and presentations
Tight analyses of non-smooth stochastic gradient descent
Talk and poster presentation, Conference on Learning Theory (COLT'19), Phoenix, Arizona
Simple and optimal high-probability bounds for strongly-convex stochastic gradient descent
Talk, UBC Machine Learning Symposium, University of British Columbia
Tight analyses for non-smooth stochastic gradient descent
Talk, Bellairs Workshop on Discrete Optimization, Bellairs Institute, Holetown, Barbados
Tight analyses of non-smooth stochastic gradient descent
Talk, UBC Algorithms Seminar, University of British Columbia