Mathematics

Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs NAACL 2022 Dynamic Tensor Product Regression NeurIPS 2022 Effective Dimension in Bandit Problems under Censorship NeurIPS 2022 Efficient Aggregated Kernel Tests using Incomplete U-statistics NeurIPS 2022 Efficient Algorithms for General Isotone Optimization AAAI 2022 Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs AISTATS 2022 Efficient Attribute (α,β)-Core Detection in Large Bipartite Graphs (Student Abstract) AAAI 2022 Efficient computation of the the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes AISTATS 2022 Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries ICML 2022 Efficient Optimal Transport Algorithm by Accelerated Gradient Descent AAAI 2022 Efficient Sampling on Riemannian Manifolds via Langevin MCMC NeurIPS 2022 Efficient Submodular Optimization under Noise: Local Search is Robust NeurIPS 2022 Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation CVPR 2022 EigenGame Unloaded: When playing games is better than optimizing ICLR 2022 Encoding Multi-Valued Decision Diagram Constraints as Binary Constraint Trees AAAI 2022 Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022 Entropy Estimation via Normalizing Flow AAAI 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) AAAI 2022 Error Analysis of Tensor-Train Cross Approximation NeurIPS 2022 Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression AISTATS 2022 Estimating graphical models for count data with applications to single-cell gene network NeurIPS 2022 Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NeurIPS 2022 Estimating the Entropy of Linguistic Distributions ACL 2022 Estimating transfer entropy under long ranged dependencies UAI 2022