Optimization

Far-Field Speaker Localization and Adaptive GLMB Tracking Interspeech 2021 Fast Algorithms for L_∞-constrained S-rectangular Robust MDPs NeurIPS 2021 Fast and Accurate Neural Machine Translation with Translation Memory ACL 2021 Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers ICLR 2021 Fast and Efficient Locomotion via Learned Gait Transitions CoRL 2021 Fast and Memory Efficient Differentially Private-SGD via JL Projections NeurIPS 2021 Fast and Memory Efficient Graph Optimization via ICM for Visual Place Recognition RSS 2021 Fast Approximate Dynamic Programming for Infinite-Horizon Markov Decision Processes NeurIPS 2021 Faster Algorithms and Constant Lower Bounds for the Worst-Case Expected Error NeurIPS 2021 Faster Matchings via Learned Duals NeurIPS 2021 Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling AISTATS 2021 Faster Policy Learning with Continuous-Time Gradients L4DC 2021 Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems NeurIPS 2021 Fast Geometric Projections for Local Robustness Certification ICLR 2021 FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging EMNLP 2021 Fast Learning for Renewal Optimization in Online Task Scheduling JMLR 2021 Fast margin maximization via dual acceleration ICML 2021 Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints NeurIPS 2021 Fast Multi-label Learning IJCAI 2021 Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints IJCAI 2021 Fast Rates for Structured Prediction COLT 2021 FastSeq: Make Sequence Generation Faster ACL 2021 Fast Sketching of Polynomial Kernels of Polynomial Degree ICML 2021 Fast Stochastic Kalman Gradient Descent for Reinforcement Learning L4DC 2021 Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation NeurIPS 2021