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

Provable Bayesian Inference via Particle Mirror Descent AISTATS 2016
Adaptive Averaging in Accelerated Descent Dynamics NIPS 2016
Shifting Regret, Mirror Descent, and Matrices ICML 2016
Generalized Mixability via Entropic Duality COLT 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
An Online Learning Algorithm for Bilinear Models ICML 2015
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015
Natural Neural Networks NIPS 2015
Stochastic Optimization with Importance Sampling for Regularized Loss Minimization ICML 2015
Bregman Alternating Direction Method of Multipliers NIPS 2014
Online Learning in Markov Decision Processes with Changing Cost Sequences ICML 2014
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013
Dynamical Models and tracking regret in online convex programming ICML 2013
(Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings NIPS 2013
Projected Natural Actor-Critic NIPS 2013
Towards Minimax Policies for Online Linear Optimization with Bandit Feedback COLT 2012
Mirror Descent Meets Fixed Share (and feels no regret) NIPS 2012
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
Variable Sparsity Kernel Learning JMLR 2011
Follow-the-Regularized-Leader and Mirror Descent: Equivalence Theorems and L1 Regularization AISTATS 2011
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions NIPS 2010
A Smoothed Approximate Linear Program NIPS 2009
On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation NIPS 2009