3 papers
cs.LG2024
Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions
Sungwoo Park, Junyeop Kwon, Byeongnoh Kim +3
This paper studies performative risk minimization, a formulation of stochastic optimization under decision-dependent distributions. We consider the general case where the performat…
math.CO2023
From coordinate subspaces over finite fields to ideal multipartite uniform clutters
Ahmad Abdi, Dabeen Lee
Take a prime power , an integer , and a coordinate subspace over the Galois field . One can associate with an -partite -uniform cl…
math.OC2023
Projection-Free Online Convex Optimization with Stochastic Constraints
Duksang Lee, Nam Ho-Nguyen, Dabeen Lee
This paper develops projection-free algorithms for online convex optimization with stochastic constraints. We design an online primal-dual projection-free framework that can take a…