Mathematics & Optimization

Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments AAAI 2022 Decision-Focused Learning: Through the Lens of Learning to Rank ICML 2022 Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity NeurIPS 2022 Decomposing Temporal High-Order Interactions via Latent ODEs ICML 2022 Decomposition Methods for Solving Scheduling Problem Using Answer Set Programming IJCAI 2022 Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NeurIPS 2022 Deep Cooperation of CDCL and Local Search for SAT (Extended Abstract) IJCAI 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 DeepCurrents: Learning Implicit Representations of Shapes With Boundaries CVPR 2022 Deep Equilibrium Optical Flow Estimation CVPR 2022 Deep Generalized Schrödinger Bridge NeurIPS 2022 Deep Hierarchy in Bandits ICML 2022 Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry ICML 2022 Deep Neyman-Scott Processes AISTATS 2022 Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion IJCAI 2022 Delay-Adaptive Step-sizes for Asynchronous Learning ICML 2022 Deletion Robust Submodular Maximization over Matroids ICML 2022 Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022 Density Ratio Estimation via Infinitesimal Classification AISTATS 2022 Dependent randomized rounding for clustering and partition systems with knapsack constraints JMLR 2022 Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning COLT 2022 De-Sequentialized Monte Carlo: a parallel-in-time particle smoother JMLR 2022 Detecting Latent Communities in Network Formation Models JMLR 2022 Deterministic Point Cloud Registration via Novel Transformation Decomposition CVPR 2022 Development of the Siberian Ingrian Finnish Speech Corpus ACL 2022