gradient estimator

A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ACL 2022 Multi-Sample Training for Neural Image Compression NeurIPS 2022 On Biased Stochastic Gradient Estimation JMLR 2022 Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning ICML 2022 ARMS: Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables ICML 2021 CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator NeurIPS 2021 Coupled Gradient Estimators for Discrete Latent Variables NeurIPS 2021 Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications AISTATS 2021 Efficient Neural Network Training via Forward and Backward Propagation Sparsification NeurIPS 2021 MARINA: Faster Non-Convex Distributed Learning with Compression ICML 2021 Multilevel Monte Carlo Variational Inference JMLR 2021 On Signal-to-Noise Ratio Issues in Variational Inference for Deep Gaussian Processes ICML 2021 On the difficulty of unbiased alpha divergence minimization ICML 2021 PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization ICML 2021 Settling the Variance of Multi-Agent Policy Gradients NeurIPS 2021 All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference ICML 2020 A Rule for Gradient Estimator Selection, with an Application to Variational Inference AISTATS 2020 Comparator-Adaptive Convex Bandits NeurIPS 2020 DisARM: An Antithetic Gradient Estimator for Binary Latent Variables NeurIPS 2020 Efficient Projection-Free Online Methods with Stochastic Recursive Gradient AAAI 2020 Optimal Variance Control of the Score-Function Gradient Estimator for Importance-Weighted Bounds NeurIPS 2020 Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator UAI 2020 Quantized Variational Inference NeurIPS 2020 VarGrad: A Low-Variance Gradient Estimator for Variational Inference NeurIPS 2020 Variational Inference for Sequential Data with Future Likelihood Estimates ICML 2020