variance reduction

Stochastic Variance-Reduced Policy Gradient ICML 2018 Temporal Regularization for Markov Decision Process NeurIPS 2018 The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018 The promises and pitfalls of Stochastic Gradient Langevin Dynamics NeurIPS 2018 Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods AISTATS 2018 Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models COLING 2018 Variance-Reduced Stochastic Gradient Descent on Streaming Data NeurIPS 2018 Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines ICLR 2018 Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling IJCAI 2018 Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NeurIPS 2018 A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery ICML 2017 Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning ICML 2017 Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NeurIPS 2017 Bregman Divergence for Stochastic Variance Reduction: Saddle-Point and Adversarial Prediction NeurIPS 2017 Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization ICML 2017 CPSG-MCMC: Clustering-Based Preprocessing method for Stochastic Gradient MCMC AISTATS 2017 Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization NeurIPS 2017 Evaluating the Variance of Likelihood-Ratio Gradient Estimators ICML 2017 Faster and Non-ergodic O(1/K) Stochastic Alternating Direction Method of Multipliers NeurIPS 2017 Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization IJCAI 2017 Finite-sum Composition Optimization via Variance Reduced Gradient Descent AISTATS 2017 High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm ICML 2017 Inter-Speaker Variability: Speaker Normalisation and Quantitative Estimation of Articulatory Invariants in Speech Production for French Interspeech 2017 Less than a Single Pass: Stochastically Controlled Stochastic Gradient AISTATS 2017 Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization NeurIPS 2017