Optimization

Moment Distributionally Robust Tree Structured Prediction NeurIPS 2022 Momentum Accelerates the Convergence of Stochastic AUPRC Maximization AISTATS 2022 Momentum Aggregation for Private Non-convex ERM NeurIPS 2022 Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment IJCAI 2022 Monotonic Differentiable Sorting Networks ICLR 2022 Monte Carlo Tree Descent for Black-Box Optimization NeurIPS 2022 Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization NeurIPS 2022 Monte Carlo Tree Search for Interpreting Stress in Natural Language ACL 2022 More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees ICML 2022 More Powerful Conditional Selective Inference for Generalized Lasso by Parametric Programming JMLR 2022 MOSRA: Joint Mean Opinion Score and Room Acoustics Speech Quality Assessment Interspeech 2022 Movement Penalized Bayesian Optimization with Application to Wind Energy Systems NeurIPS 2022 Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error CVPR 2022 MR-P: A Parallel Decoding Algorithm for Iterative Refinement Non-Autoregressive Translation ACL 2022 Multi-agent Dynamic Algorithm Configuration NeurIPS 2022 Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents NeurIPS 2022 Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization NeurIPS 2022 Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization NeurIPS 2022 Multi-Fidelity Best-Arm Identification NeurIPS 2022 Multi-Granularity Optimization for Non-Autoregressive Translation EMNLP 2022 Multilevel Optimization for Inverse Problems COLT 2022 Multimodal Colored Point Cloud to Image Alignment CVPR 2022 Multi-objective Bayesian optimization over high-dimensional search spaces UAI 2022 Multi-objective Deep Data Generation with Correlated Property Control NeurIPS 2022 Multi-Objective Deep Learning with Adaptive Reference Vectors NeurIPS 2022