Optimization

Generative Adversarial Ranking Nets JMLR 2024 Generative Conditional Distributions by Neural (Entropic) Optimal Transport ICML 2024 Generative Hierarchical Materials Search NeurIPS 2024 Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping ICLR 2024 Generative Modelling of Structurally Constrained Graphs NeurIPS 2024 Generative Sliced MMD Flows with Riesz Kernels ICLR 2024 Genetic-guided GFlowNets for Sample Efficient Molecular Optimization NeurIPS 2024 GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics NeurIPS 2024 Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction ICML 2024 Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications ICML 2024 GGD: Grafting Gradient Descent JMLR 2024 GIO: Gradient Information Optimization for Training Dataset Selection ICLR 2024 GLaPE: Gold Label-agnostic Prompt Evaluation for Large Language Models EMNLP 2024 Gliding over the Pareto Front with Uniform Designs NeurIPS 2024 GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent NeurIPS 2024 Global Convergence in Training Large-Scale Transformers NeurIPS 2024 Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NeurIPS 2024 Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator IJCAI 2024 Global-Pruner: A Stable and Efficient Pruner for Retraining-Free Pruning of Encoder-Based Language Models CoNLL 2024 Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents EMNLP 2024 GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements ICML 2024 GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting AAAI 2024 GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors ICLR 2024 GO4Align: Group Optimization for Multi-Task Alignment NeurIPS 2024 Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NeurIPS 2024