Optimization

Machine Learning-Powered Combinatorial Clock Auction AAAI 2024 MacMic: Executing Iceberg Orders via Hierarchical Reinforcement Learning IJCAI 2024 MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent ICML 2024 MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations NSDI 2024 MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization NeurIPS 2024 Make Continual Learning Stronger via C-Flat NeurIPS 2024 Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024 MALIBO: Meta-learning for Likelihood-free Bayesian Optimization ICML 2024 Manifold-Aligned Counterfactual Explanations for Neural Networks AISTATS 2024 Manifold Integrated Gradients: Riemannian Geometry for Feature Attribution ICML 2024 Manifold Learning by Mixture Models of VAEs for Inverse Problems JMLR 2024 MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding ICLR 2024 MapLE: Matching Molecular Analogues Promptly with Low Computational Resources by Multi-Metrics Evaluation (Student Abstract) AAAI 2024 MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL 2024 Mapping back and forth between model predictive control and neural networks L4DC 2024 MAP’s not dead yet: Uncovering true language model modes by conditioning away degeneracy ACL 2024 MAPTree: Beating “Optimal” Decision Trees with Bayesian Decision Trees AAAI 2024 Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback EMNLP 2024 Markov Equivalence and Consistency in Differentiable Structure Learning NeurIPS 2024 MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models NeurIPS 2024 MasonTigers at SemEval-2024 Task 1: An Ensemble Approach for Semantic Textual Relatedness SemEval 2024 MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective ICML 2024 Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games ICML 2024 Materials Discovery using Max K-Armed Bandit JMLR 2024 Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations ACL 2024