Mathematics & Optimization

Detecting Sources of Healthcare Associated Infections AAAI 2023 Detection-Recovery and Detection-Refutation Gaps via Reductions from Planted Clique COLT 2023 Detection-Recovery Gap for Planted Dense Cycles COLT 2023 Deterministic Nonsmooth Nonconvex Optimization COLT 2023 DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023 DIET: Conditional independence testing with marginal dependence measures of residual information AISTATS 2023 Difference of submodular minimization via DC programming ICML 2023 Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap COLT 2023 Differentially Private and Lazy Online Convex Optimization COLT 2023 Differentially Private Fair Division AAAI 2023 Differentially Private Hypothesis Testing for Linear Regression JMLR 2023 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023 Differentially Private Stochastic Convex Optimization in (Non)-Euclidean Space Revisited UAI 2023 Differentially Private Stochastic Convex Optimization under a Quantile Loss Function ICML 2023 DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation L4DC 2023 Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling JMLR 2023 Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks NeurIPS 2023 Diffusion Models Beat GANs on Topology Optimization AAAI 2023 Diffusion Representation for Asymmetric Kernels via Magnetic Transform NeurIPS 2023 Diffusion Schrödinger Bridge Matching NeurIPS 2023 DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization NeurIPS 2023 Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023 Dimensionality Reduction and Wasserstein Stability for Kernel Regression JMLR 2023 Dimensionality Reduction for General KDE Mode Finding ICML 2023