gradient estimation

AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis ICLR 2022 A gradient estimator via L1-randomization for online zero-order optimization with two point feedback NeurIPS 2022 Automatic Differentiation of Programs with Discrete Randomness NeurIPS 2022 Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning ICML 2022 Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness (Extended Abstract) IJCAI 2022 Deep Generalized Unfolding Networks for Image Restoration CVPR 2022 Differentiable Analog Quantum Computing for Optimization and Control NeurIPS 2022 DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 Distributed Learning with Strategic Users: A Repeated Game Approach AAAI 2022 DNNR: Differential Nearest Neighbors Regression ICML 2022 Do Differentiable Simulators Give Better Policy Gradients? ICML 2022 Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022 Generalizing Gaussian Smoothing for Random Search ICML 2022 Gradient Estimation with Discrete Stein Operators NeurIPS 2022 Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units AAAI 2022 Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations NeurIPS 2022 Large Batch Experience Replay ICML 2022 Local Bayesian optimization via maximizing probability of descent NeurIPS 2022 Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training ICML 2022 PAGE-PG: A Simple and Loopless Variance-Reduced Policy Gradient Method with Probabilistic Gradient Estimation ICML 2022 Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022 Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms NeurIPS 2022 Robust and Scalable SDE Learning: A Functional Perspective ICLR 2022 Safe Neurosymbolic Learning with Differentiable Symbolic Execution ICLR 2022 Variational Sparse Coding with Learned Thresholding ICML 2022