research
∙
10/18/2022
Online Convex Optimization with Unbounded Memory
Online convex optimization (OCO) is a widely used framework in online le...
share
research
∙
09/24/2022
Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem
Bandits with knapsacks (BwK) is an influential model of sequential decis...
research
∙
11/02/2020
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent
Expectation maximization (EM) is the default algorithm for fitting proba...
research
∙
10/01/2019