variance reduction

Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning ICML 2021 Conditional Poisson Stochastic Beams EMNLP 2021 Counterfactual Credit Assignment in Model-Free Reinforcement Learning ICML 2021 Coupled Gradient Estimators for Discrete Latent Variables NeurIPS 2021 Deep Bayesian Quadrature Policy Optimization AAAI 2021 Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD NeurIPS 2021 Efficient debiased evidence estimation by multilevel Monte Carlo sampling UAI 2021 Efficient Mirror Descent Ascent Methods for Nonsmooth Minimax Problems NeurIPS 2021 Efficient Neural Network Training via Forward and Backward Propagation Sparsification NeurIPS 2021 ErrorCompensatedX: error compensation for variance reduced algorithms NeurIPS 2021 Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs NeurIPS 2021 Fast Stochastic Bregman Gradient Methods: Sharp Analysis and Variance Reduction ICML 2021 Federated-EM with heterogeneity mitigation and variance reduction NeurIPS 2021 Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity ICLR 2021 Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021 Improving Hashing Algorithms for Similarity Search via MLE and the Control Variates Trick ACML 2021 Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression AISTATS 2021 Independence-aware Advantage Estimation IJCAI 2021 Langevin Monte Carlo: random coordinate descent and variance reduction JMLR 2021 Language Resource Efficient Learning for Captioning EMNLP 2021 L-SVRG and L-Katyusha with Arbitrary Sampling JMLR 2021 Machine Learning for Variance Reduction in Online Experiments NeurIPS 2021 MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents NeurIPS 2021 Marginalized Stochastic Natural Gradients for Black-Box Variational Inference ICML 2021 Maximal Couplings of the Metropolis-Hastings Algorithm AISTATS 2021