Optimization

Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions NeurIPS 2024 Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports COLING 2024 High-dimensional (Group) Adversarial Training in Linear Regression NeurIPS 2024 High-dimensional Linear Bandits with Knapsacks ICML 2024 High-order Joint Constituency and Dependency Parsing COLING 2024 High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails ICML 2024 High-probability complexity bounds for stochastic non-convex minimax optimization NeurIPS 2024 High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise ICML 2024 Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement Interspeech 2024 HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024 Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models EMNLP 2024 Horus: Granular In-Network Task Scheduler for Cloud Datacenters NSDI 2024 How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective ICML 2024 How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization? NeurIPS 2024 How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena COLING 2024 How Free is Parameter-Free Stochastic Optimization? ICML 2024 How Good is a Single Basin? AISTATS 2024 How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization ICLR 2024 How Smooth Is Attention? ICML 2024 How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective NeurIPS 2024 How Speculative Can Speculative Decoding Be? COLING 2024 How to Boost Any Loss Function NeurIPS 2024 How to Escape Sharp Minima with Random Perturbations ICML 2024 How to Evaluate Behavioral Models AAAI 2024 How to Fine-Tune Vision Models with SGD ICLR 2024