conftrace_

regret bound

1926 papers

Explore in graph

Also known as

RB

Co-occurring keywords

online learning (1777) multi-armed bandit (1098) contextual bandit (381) stochastic optimization (1060) reinforcement learning (4352) online algorithm (445) upper confidence bound (197) markov decision process (790) thompson sampling (237) online convex optimization (165)

Papers

BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits ICML 2016
Online Learning with Feedback Graphs Without the Graphs ICML 2016
DCM Bandits: Learning to Rank with Multiple Clicks ICML 2016
Efficient Algorithms for Adversarial Contextual Learning ICML 2016
Coin Betting and Parameter-Free Online Learning NIPS 2016
Refined Lower Bounds for Adversarial Bandits NIPS 2016
Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm ICML 2016
Tracking the Best Expert in Non-stationary Stochastic Environments NIPS 2016
Online Pricing with Strategic and Patient Buyers NIPS 2016
Dueling Bandits: Beyond Condorcet Winners to General Tournament Solutions NIPS 2016
Conservative Bandits ICML 2016
Multi-armed Bandits: Competing with Optimal Sequences NIPS 2016
Online Convex Optimization with Unconstrained Domains and Losses NIPS 2016
Adaptive Smoothed Online Multi-Task Learning NIPS 2016
Open Problem: Parameter-Free and Scale-Free Online Algorithms COLT 2016
Open Problem: Second order regret bounds based on scaling time COLT 2016
Double Thompson Sampling for Dueling Bandits NIPS 2016
Optimistic Bandit Convex Optimization NIPS 2016
Reinforcement Learning of POMDPs using Spectral Methods COLT 2016
Regret Bounds for Non-decomposable Metrics with Missing Labels NIPS 2016
Combinatorial Multi-Armed Bandit with General Reward Functions NIPS 2016
Efficient Second Order Online Learning by Sketching NIPS 2016
Multiple-Play Bandits in the Position-Based Model NIPS 2016
Scalable Adaptive Stochastic Optimization Using Random Projections NIPS 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016