Optimization

Global Optimality in Bivariate Gradient-based DAG Learning NeurIPS 2023 Global Optimization with Parametric Function Approximation ICML 2023 Global Update Tracking: A Decentralized Learning Algorithm for Heterogeneous Data NeurIPS 2023 GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming ICML 2023 GPMO: Gradient Perturbation-Based Contrastive Learning for Molecule Optimization IJCAI 2023 GPU-accelerated Guided Source Separation for Meeting Transcription Interspeech 2023 Gradient-Adaptive Pareto Optimization for Constrained Reinforcement Learning AAAI 2023 Gradient Descent Converges Linearly for Logistic Regression on Separable Data ICML 2023 Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks ICML 2023 Gradient Descent Monotonically Decreases the Sharpness of Gradient Flow Solutions in Scalar Networks and Beyond ICML 2023 Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy NeurIPS 2023 Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping AAAI 2023 Gradient-Guided Importance Sampling for Learning Binary Energy-Based Models ICLR 2023 Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization CVPR 2023 Gradient-Variation Bound for Online Convex Optimization with Constraints AAAI 2023 GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023 Grad-PU: Arbitrary-Scale Point Cloud Upsampling via Gradient Descent With Learned Distance Functions CVPR 2023 GradSim: Gradient-Based Language Grouping for Effective Multilingual Training EMNLP 2023 Graph-Aided Online Multi-Kernel Learning JMLR 2023 Graph Reinforcement Learning for Network Control via Bi-Level Optimization ICML 2023 GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks AAAI 2023 Greed is good: correspondence recovery for unlabeled linear regression UAI 2023 Greedy Poisson Rejection Sampling NeurIPS 2023 Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing NeurIPS 2023 GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System IJCAI 2023