Mathematics & Optimization

High-Dimensional Geometric Streaming for Nearly Low Rank Data ICML 2024 High-dimensional Linear Bandits with Knapsacks ICML 2024 Higher-Order Causal Message Passing for Experimentation with Complex Interference NeurIPS 2024 High-order Joint Constituency and Dependency Parsing COLING 2024 High Probability and Risk-Averse Guarantees for a Stochastic Accelerated Primal-Dual Method JMLR 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 Hodge-Compositional Edge Gaussian Processes AISTATS 2024 Homology Consistency Constrained Efficient Tuning for Vision-Language Models NeurIPS 2024 Horus: Granular In-Network Task Scheduler for Cloud Datacenters NSDI 2024 How does PDE order affect the convergence of PINNs? NeurIPS 2024 How Does Variance Shape the Regret in Contextual Bandits? NeurIPS 2024 How Free is Parameter-Free Stochastic Optimization? ICML 2024 How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction ACL 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 to Compute the Probability of a Word EMNLP 2024 How to Make Knockout Tournaments More Popular? AAAI 2024 How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization ICML 2024 How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024 How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers ICML 2024 HPOD: Hyperparameter Optimization for Unsupervised Outlier Detection AutoML 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NeurIPS 2024