Mathematics

Nonparametric graphical model for counts JMLR 2020 Non-parametric Models for Non-negative Functions NeurIPS 2020 Nonparametric Score Estimators ICML 2020 Non-revisiting Coverage Task with Minimal Discontinuities for Non-redundant Manipulators RSS 2020 Non-separable Non-stationary random fields ICML 2020 Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NeurIPS 2020 On a projective ensemble approach to two sample test for equality of distributions ICML 2020 On Efficient Adjustment in Causal Graphs JMLR 2020 On Learnability wih Computable Learners ALT 2020 Online Control of the False Coverage Rate and False Sign Rate ICML 2020 Online Dense Subgraph Discovery via Blurred-Graph Feedback ICML 2020 Online MAP Inference of Determinantal Point Processes NeurIPS 2020 Online Sinkhorn: Optimal Transport distances from sample streams NeurIPS 2020 On Mahalanobis Distance in Functional Settings JMLR 2020 On Maximization of Weakly Modular Functions: Guarantees of Multi-stage Algorithms, Tractability, and Hardness AISTATS 2020 On Simulation and Trajectory Prediction with Gaussian Process Dynamics L4DC 2020 On Swap Convexity of Voting Rules AAAI 2020 On the Analysis of EM for truncated mixtures of two Gaussians ALT 2020 On the Complexity of Winner Verification and Candidate Winner for Multiwinner Voting Rules IJCAI 2020 On the Decidability of Intuitionistic Tense Logic without Disjunction IJCAI 2020 On the Distribution of Minima in Intrinsic-Metric Rotation Averaging CVPR 2020 On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method NeurIPS 2020 On the Expressive Power of Kernel Methods and the Efficiency of Kernel Learning by Association Schemes ALT 2020 On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes ICML 2020 On the Parameterized Complexity of Clustering Incomplete Data into Subspaces of Small Rank AAAI 2020