Optimization

Operator Splitting Value Iteration NeurIPS 2022 OpReg-Boost: Learning to Accelerate Online Algorithms with Operator Regression L4DC 2022 Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction AAAI 2022 Optimal Algorithms for Decentralized Stochastic Variational Inequalities NeurIPS 2022 Optimal Algorithms for Mean Estimation under Local Differential Privacy ICML 2022 Optimal Algorithms for Stochastic Multi-Level Compositional Optimization ICML 2022 Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks ICLR 2022 Optimal channel selection with discrete QCQP AISTATS 2022 Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training ICML 2022 Optimal Comparator Adaptive Online Learning with Switching Cost NeurIPS 2022 Optimal Correction Cost for Object Detection Evaluation CVPR 2022 Optimal Design of Stochastic DNA Synthesis Protocols based on Generative Sequence Models AISTATS 2022 Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond AISTATS 2022 Optimal-er Auctions through Attention NeurIPS 2022 Optimal Estimation of Policy Gradient via Double Fitted Iteration ICML 2022 Optimal Local Explainer Aggregation for Interpretable Prediction AAAI 2022 Optimal Sampling Gaps for Adaptive Submodular Maximization AAAI 2022 Optimal Tensor Transport AAAI 2022 Optimal thyroplasty implant shape and stiffness for treatment of acute unilateral vocal fold paralysis: Evidence from a canine in vivo phonation model Interspeech 2022 Optimal Training of Fair Predictive Models CLeaR 2022 Optimal Transport for Stationary Markov Chains via Policy Iteration JMLR 2022 Optimal transport with f-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022 Optimal Weak to Strong Learning NeurIPS 2022 Optimistic Tree Searches for Combinatorial Black-Box Optimization NeurIPS 2022 Optimization-Based Separations for Neural Networks COLT 2022