Mathematics & Optimization

KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization UAI 2023 Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces AISTATS 2023 K∗ Search over Orbit Space for Top-k Planning IJCAI 2023 Kullback-Leibler Maillard Sampling for Multi-armed Bandits with Bounded Rewards NeurIPS 2023 KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals ICLR 2023 Label Information Bottleneck for Label Enhancement CVPR 2023 Label Robust and Differentially Private Linear Regression: Computational and Statistical Efficiency NeurIPS 2023 Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information NeurIPS 2023 Langevin Quasi-Monte Carlo NeurIPS 2023 Laplacian Canonization: A Minimalist Approach to Sign and Basis Invariant Spectral Embedding NeurIPS 2023 Large data limit of the MBO scheme for data clustering: convergence of the dynamics JMLR 2023 Large deviations rates for stochastic gradient descent with strongly convex functions AISTATS 2023 Large sample spectral analysis of graph-based multi-manifold clustering JMLR 2023 Large-scale similarity search with Optimal Transport EMNLP 2023 Last-Iterate Convergence with Full and Noisy Feedback in Two-Player Zero-Sum Games AISTATS 2023 Last Switch Dependent Bandits with Monotone Payoff Functions ICML 2023 LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ACL 2023 Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023 LDL: Line Distance Functions for Panoramic Localization ICCV 2023 Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification JMLR 2023 Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023 Learnable Path in Neural Controlled Differential Equations AAAI 2023 Learning a 3D Morphable Face Reflectance Model From Low-Cost Data CVPR 2023 Learning a Deep Color Difference Metric for Photographic Images CVPR 2023 Learning and Collusion in Multi-unit Auctions NeurIPS 2023