Optimization

MAPF-LNS2: Fast Repairing for Multi-Agent Path Finding via Large Neighborhood Search AAAI 2022 Mapping conditional distributions for domain adaptation under generalized target shift ICLR 2022 Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022 Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients NeurIPS 2022 Masked Training of Neural Networks with Partial Gradients AISTATS 2022 Matrix Multiplicative Weights Updates in Quantum Zero-Sum Games: Conservation Laws & Recurrence NeurIPS 2022 Maximum Consensus by Weighted Influences of Monotone Boolean Functions CVPR 2022 Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching ICML 2022 Maxmin Participatory Budgeting IJCAI 2022 MDPGT: Momentum-Based Decentralized Policy Gradient Tracking AAAI 2022 Measuring and Reducing Model Update Regression in Structured Prediction for NLP NeurIPS 2022 Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora EMNLP 2022 Measuring the robustness of Gaussian processes to kernel choice AISTATS 2022 Memformer: A Memory-Augmented Transformer for Sequence Modeling AACL 2022 Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022 Memory Augmented Optimizers for Deep Learning ICLR 2022 Memory-Efficient Multi-Step Speech Enhancement with Neural ODE Interspeech 2022 Memory-Efficient Training of RNN-Transducer with Sampled Softmax Interspeech 2022 Message Passing Neural PDE Solvers ICLR 2022 Meta Approach to Data Augmentation Optimization WACV 2022 Meta-Learning for Online Update of Recommender Systems AAAI 2022 Meta-learning without data via Wasserstein distributionally-robust model fusion UAI 2022 MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022 Mildly Conservative Q-Learning for Offline Reinforcement Learning NeurIPS 2022 Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond ICLR 2022