Optimization

Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends ACL 2024 Maximizing the Success Probability of Policy Allocations in Online Systems AAAI 2024 MaxQ: Multi-Axis Query for N:M Sparsity Network CVPR 2024 Mean Aggregator Is More Robust than Robust Aggregators under Label Poisoning Attacks IJCAI 2024 Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning ICML 2024 Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach NeurIPS 2024 Mean-field Underdamped Langevin Dynamics and its Spacetime Discretization ICML 2024 Mean-Shift Feature Transformer CVPR 2024 Measures of diversity and space-filling designs for categorical data ICML 2024 Mechanism design augmented with output advice NeurIPS 2024 Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models EMNLP 2024 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NeurIPS 2024 Memory Augmented Language Models through Mixture of Word Experts NAACL 2024 Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NeurIPS 2024 MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information AAAI 2024 MESSI: Behavioral Testing of BGP Implementations NSDI 2024 Meta-Adapter for Self-Supervised Speech Models: A Solution to Low-Resource Speech Recognition Challenges COLING 2024 MetaISP: Efficient RAW-to-sRGB Mappings with Merely 1M Parameters IJCAI 2024 MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map NeurIPS 2024 Meta-Learning Priors Using Unrolled Proximal Networks ICLR 2024 Methods for recovering conditional independence graphs (Abstract Reprint) IJCAI 2024 Metric Flow Matching for Smooth Interpolations on the Data Manifold NeurIPS 2024 MgNO: Efficient Parameterization of Linear Operators via Multigrid ICLR 2024 MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence NeurIPS 2024 MICRO: Model-Based Offline Reinforcement Learning with a Conservative Bellman Operator IJCAI 2024