Mathematics & Optimization

Disentangling Linear Quadratic Control with Untrusted ML Predictions NeurIPS 2024 Disjoint Partial Enumeration without Blocking Clauses AAAI 2024 Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers NeurIPS 2024 Dissimilarity Bandits AISTATS 2024 Distances for Markov Chains, and Their Differentiation ALT 2024 Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024 Distributed Bilevel Optimization with Communication Compression ICML 2024 Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024 Distributed High-Dimensional Quantile Regression: Estimation Efficiency and Support Recovery ICML 2024 Distributed Kernel-Driven Data Clustering JMLR 2024 Distributed Least Squares in Small Space via Sketching and Bias Reduction NeurIPS 2024 Distributed Manifold Hashing for Image Set Classification and Retrieval AAAI 2024 Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions UAI 2024 Distributionally Robust Performative Prediction NeurIPS 2024 Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets AISTATS 2024 Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms NeurIPS 2024 Distributional Properties of Subword Regularization EMNLP 2024 Distributional regression: CRPS-error bounds for model fitting, model selection and convex aggregation NeurIPS 2024 Distributional Reinforcement Learning with Regularized Wasserstein Loss NeurIPS 2024 Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective JMLR 2024 DNCs Require More Planning Steps ICML 2024 DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024 Document Alignment based on Overlapping Fixed-Length Segments ACL 2024 Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors NeurIPS 2024 Does Label Smoothing Help Deep Partial Label Learning? ICML 2024