Mathematics & Optimization

Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees AAAI 2024 No-Regret Learning for Fair Multi-Agent Social Welfare Optimization NeurIPS 2024 No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting NeurIPS 2024 Novel Spectral Algorithms for the Partial Credit Model ICML 2024 Nowcasting Temporal Trends Using Indirect Surveys AAAI 2024 Nukplex: An Efficient Local Search Algorithm for Maximum K-Plex Problem IJCAI 2024 Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees JMLR 2024 Objects as Volumes: A Stochastic Geometry View of Opaque Solids CVPR 2024 OctoSketch: Enabling Real-Time, Continuous Network Monitoring over Multiple Cores NSDI 2024 Offline Multi-Objective Optimization ICML 2024 Offline Reward Perturbation Boosts Distributional Shift in Online RL UAI 2024 Oja's Algorithm for Streaming Sparse PCA NeurIPS 2024 Omnipredictors for regression and the approximate rank of convex functions COLT 2024 OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees CVPR 2024 On a Combinatorial Problem Arising in Machine Teaching ICML 2024 On Affine Homotopy between Language Encoders NeurIPS 2024 On a Neural Implementation of Brenier’s Polar Factorization ICML 2024 On Comparing Time- and Frequency-Domain Rhythm Measures in Classifying Assamese Dialects Interspeech 2024 On Computing Makespan-Optimal Solutions for Generalized Sliding-Tile Puzzles AAAI 2024 On conditional diffusion models for PDE simulations NeurIPS 2024 On Convex Optimization with Semi-Sensitive Features COLT 2024 On cyclical MCMC sampling AISTATS 2024 On Differentially Private Subspace Estimation in a Distribution-Free Setting NeurIPS 2024 On Differentially Private U Statistics NeurIPS 2024 On Divergence Measures for Training GFlowNets NeurIPS 2024