conftrace_

mirror descent

148 papers

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Also known as

MD

Co-occurring keywords

regret bound (1926) convex optimization (1321) online learning (1777) stochastic optimization (1060) gradient descent (1144) reinforcement learning (4352) bregman divergence (81) policy gradient (520) policy optimization (657) online convex optimization (165)

Papers

Improved Path-length Regret Bounds for Bandits COLT 2019
On Principled Entropy Exploration in Policy Optimization IJCAI 2019
A Theory of Regularized Markov Decision Processes ICML 2019
Necessary and Sufficient Geometries for Gradient Methods NIPS 2019
Online-Within-Online Meta-Learning NIPS 2019
A Rank-1 Sketch for Matrix Multiplicative Weights COLT 2019
Learning Positive Functions with Pseudo Mirror Descent NIPS 2019
A Unified Dynamic Approach to Sparse Model Selection AISTATS 2018
Compiling Combinatorial Prediction Games ICML 2018
Let’s be Honest: An Optimal No-Regret Framework for Zero-Sum Games ICML 2018
Characterizing Implicit Bias in Terms of Optimization Geometry ICML 2018
Bandit Learning in Concave N-Person Games NIPS 2018
Mirrored Langevin Dynamics NIPS 2018
Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities NIPS 2018
The Many Faces of Exponential Weights in Online Learning COLT 2018
Constant Regret, Generalized Mixability, and Mirror Descent NIPS 2018
Connecting Optimization and Regularization Paths NIPS 2018
A survey of Algorithms and Analysis for Adaptive Online Learning JMLR 2017
Acceleration and Averaging in Stochastic Descent Dynamics NIPS 2017
Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017
A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds ALT 2017
Online Learning with Local Permutations and Delayed Feedback ICML 2017
Connected Subgraph Detection with Mirror Descent on SDPs ICML 2017
A scaled Bregman theorem with applications NIPS 2016
Guided Policy Search via Approximate Mirror Descent NIPS 2016