67 citations · 358 across the 36 of their papers we have counts for
4 papers · 1 filter
Bandits and Experts in Metric Spaces
Robert Kleinberg, Aleksandrs Slivkins, Eli Upfal
In a multi-armed bandit problem, an online algorithm chooses from a set of strategies in a sequence of trials so as to maximize the total payoff of the chosen strategies. While the…
Accurate Computation of Survival Statistics in Genome-wide Studies
Fabio Vandin, Alexandra Papoutsaki, Benjamin J. Raphael +1
A key challenge in genomics is to identify genetic variants that distinguish patients with different survival time following diagnosis or treatment. While the log-rank test is wide…
Storage and Search in Dynamic Peer-to-Peer Networks
John Augustine, Anisur Rahaman Molla, Ehab Morsy +3
We study robust and efficient distributed algorithms for searching, storing, and maintaining data in dynamic Peer-to-Peer (P2P) networks. P2P networks are highly dynamic networks t…
A Clustering Approach to Solving Large Stochastic Matching Problems
Milos Hauskrecht, Eli Upfal
In this work we focus on efficient heuristics for solving a class of stochastic planning problems that arise in a variety of business, investment, and industrial applications. The…