Optimization

GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023 GridPull: Towards Scalability in Learning Implicit Representations from 3D Point Clouds ICCV 2023 GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models EACL 2023 Grounding Neural Inference with Satisfiability Modulo Theories NeurIPS 2023 Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment ICCV 2023 Group SLOPE Penalized Low-Rank Tensor Regression JMLR 2023 Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ACL 2023 Guiding Image Captioning Models Toward More Specific Captions ICCV 2023 Guiding Text-to-Text Privatization by Syntax ACL 2023 HAD-ANC: A Hybrid System Comprising an Adaptive Filter and Deep Neural Networks for Active Noise Control Interspeech 2023 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023 HALP: Heuristic Aided Learned Preference Eviction Policy for YouTube Content Delivery Network NSDI 2023 Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery NeurIPS 2023 HARP: Personalized Hand Reconstruction From a Monocular RGB Video CVPR 2023 Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation AISTATS 2023 HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent AISTATS 2023 Hiding Data Helps: On the Benefits of Masking for Sparse Coding ICML 2023 Hierarchical Sliced Wasserstein Distance ICLR 2023 Hierarchical Transformer for Scalable Graph Learning IJCAI 2023 High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent AISTATS 2023 High-Fidelity 3D Human Digitization From Single 2K Resolution Images CVPR 2023 High Probability Bounds for Stochastic Continuous Submodular Maximization AISTATS 2023 High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance ICML 2023 High Probability Convergence of Stochastic Gradient Methods ICML 2023 Hindsight Learning for MDPs with Exogenous Inputs ICML 2023