Optimization
Adaptive Algorithms for Relaxed Pareto Set Identification
In this paper we revisit the fixed-confidence identification of the Pareto optimal set in a multi-objective multi-armed bandit model.
Stochastic Frank-Wolfe for Composite Convex Minimization
Francesco Locatello, Alp Yurtsever, Olivier Fercoq, Volkan Cevher
Neural Information Processing Systems http://nips.cc/
An Efficient Pruning Algorithm for Robust Isotonic Regression
Neural Information Processing Systems http://nips.cc/
Uncovering motifs of concurrent signaling across multiple neuronal populations -- Supplementary Information -- Evren Gokcen
This factorization enables closed-form updates during optimization (see below).
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation
Viet Anh Nguyen, Soroosh Shafieezadeh Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
Neural Information Processing Systems http://nips.cc/
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks
Kevin Scaman, Francis Bach, Sebastien Bubeck, Laurent Massoulié, Yin Tat Lee
Neural Information Processing Systems http://nips.cc/
muSSP: Efficient Min-cost Flow Algorithm for Multi-object Tracking
Congchao Wang, Yizhi Wang, Yinxue Wang, Chiung-Ting Wu, Guoqiang Yu
Neural Information Processing Systems http://nips.cc/