Optimization

Swift Sampler: Efficient Learning of Sampler by 10 Parameters NeurIPS 2024 Switchable Decision: Dynamic Neural Generation Networks ICML 2024 Switched Flow Matching: Eliminating Singularities via Switching ODEs ICML 2024 SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning ICLR 2024 Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems AAAI 2024 Symbolic Numeric Planning with Patterns AAAI 2024 Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization EMNLP 2024 SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization NeurIPS 2024 Symmetric Matrix Completion with ReLU Sampling ICML 2024 Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems ICLR 2024 Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization ICML 2024 Symmetric Self-Paced Learning for Domain Generalization AAAI 2024 Symmetry Induces Structure and Constraint of Learning ICML 2024 Symmetry-Informed Governing Equation Discovery NeurIPS 2024 Synaptic Weight Distributions Depend on the Geometry of Plasticity ICLR 2024 Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch Importance ICLR 2024 System-level safety guard: Safe tracking control through uncertain neural network dynamics models L4DC 2024 T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NeurIPS 2024 Tackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration ICLR 2024 Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks NeurIPS 2024 Taming Binarized Neural Networks and Mixed-Integer Programs AAAI 2024 Taming Nonconvex Stochastic Mirror Descent with General Bregman Divergence AISTATS 2024 Tangential Wasserstein Projections JMLR 2024 Target-Aware Language Modeling via Granular Data Sampling EMNLP 2024 Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation ICML 2024