conftrace_

adaptive algorithm

114 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) stochastic optimization (1060) multi-armed bandit (1098) online algorithm (445) gradient descent (1144) sample complexity (1169) convex optimization (1321) convergence rate (607) regret minimization (315)

Papers

ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NIPS 2019
Optimistic optimization of a Brownian NIPS 2018
Adaptive Group Testing Algorithms to Estimate the Number of Defectives ALT 2018
Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NIPS 2018
A Distributed Second-Order Algorithm You Can Trust ICML 2018
A fully adaptive algorithm for pure exploration in linear bandits AISTATS 2018
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits ICML 2018
Distributed Stochastic Optimization via Adaptive SGD NIPS 2018
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation CVPR 2017
Defending Against Man-In-The-Middle Attack in Repeated Games IJCAI 2017
Online multiclass boosting NIPS 2017
Online to Offline Conversions, Universality and Adaptive Minibatch Sizes NIPS 2017
ZigZag: A New Approach to Adaptive Online Learning COLT 2017
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016
The Power of Adaptivity in Identifying Statistical Alternatives NIPS 2016
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NIPS 2015
Achieving All with No Parameters: AdaNormalHedge COLT 2015
Strongly Adaptive Online Learning ICML 2015
Adaptive Online Learning NIPS 2015
Adaptive Stochastic Alternating Direction Method of Multipliers ICML 2015
Black-box optimization of noisy functions with unknown smoothness NIPS 2015
Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization JMLR 2014
Adaptivity and Optimism: An Improved Exponentiated Gradient Algorithm ICML 2014
Scalable Non-linear Learning with Adaptive Polynomial Expansions NIPS 2014
Towards Minimax Online Learning with Unknown Time Horizon ICML 2014