Optimization

Non-autoregressive Sequence-to-Sequence Vision-Language Models CVPR 2024 Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data NeurIPS 2024 Nonconvex scenario optimization for data-driven reachability L4DC 2024 Non-convex Stochastic Composite Optimization with Polyak Momentum ICML 2024 Non-Euclidean Monotone Operator Theory and Applications JMLR 2024 Non-excludable Bilateral Trade between Groups AAAI 2024 Nonlinear Filtering with Brenier Optimal Transport Maps ICML 2024 Non-monotone Sequential Submodular Maximization AAAI 2024 Non-Rigid Structure-from-Motion: Temporally-Smooth Procrustean Alignment and Spatially-Variant Deformation Modeling CVPR 2024 Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates ICML 2024 Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset NeurIPS 2024 Non-transferable Pruning ECCV 2024 No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints AISTATS 2024 Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers NeurIPS 2024 NOTSOFAR-1 Challenge: New Datasets, Baseline, and Tasks for Distant Meeting Transcription Interspeech 2024 Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations ICLR 2024 NR-Surface: NextG-ready µW-reconfigurable mmWave Metasurface NSDI 2024 Nuclear Norm Regularization for Deep Learning NeurIPS 2024 OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step NeurIPS 2024 Occupancy-based Policy Gradient: Estimation, Convergence, and Optimality NeurIPS 2024 OD-DETR: Online Distillation for Stabilizing Training of Detection Transformer IJCAI 2024 Offline and Online Optical Flow Enhancement for Deep Video Compression AAAI 2024 Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms ICML 2024 Offline Multi-Objective Optimization ICML 2024 Offline Primal-Dual Reinforcement Learning for Linear MDPs AISTATS 2024