14 citations · 32 across the 10 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.IR2020★ 11 cited
Do Offline Metrics Predict Online Performance in Recommender Systems?
Karl Krauth, Sarah Dean, Alex Zhao +4
Recommender systems operate in an inherently dynamical setting. Past recommendations influence future behavior, including which data points are observed and how user preferences ch…
cs.GT2020
Finding Equilibrium in Multi-Agent Games with Payoff Uncertainty
Wenshuo Guo, Mihaela Curmei, Serena Wang +2
We study the problem of finding equilibrium strategies in multi-agent games with incomplete payoff information, where the payoff matrices are only known to the players up to some b…
math.OC2020★ 5 cited
Shape-Constrained Regression using Sum of Squares Polynomials
Mihaela Curmei, Georgina Hall
We present a hierarchy of semidefinite programs (SDPs) for the problem of fitting a shape-constrained (multivariate) polynomial to noisy evaluations of an unknown shape-constrained…