Mathematics

A Data Driven, Convex Optimization Approach to Learning Koopman Operators L4DC 2021 Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021 A Deflation Based Fast and Robust Preconditioner for Bundle Adjustment WACV 2021 Adversarial Training Reduces Information and Improves Transferability AAAI 2021 A Faster Maximum Cardinality Matching Algorithm with Applications in Machine Learning NeurIPS 2021 A Fast Exact Algorithm for the Resource Constrained Shortest Path Problem AAAI 2021 A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021 A first-order primal-dual method with adaptivity to local smoothness NeurIPS 2021 A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast NeurIPS 2021 A heuristic for statistical seriation UAI 2021 A Kernel-based Test of Independence for Cluster-correlated Data NeurIPS 2021 A kernel two-sample test with selection bias UAI 2021 A Lyapunov Analysis of Accelerated Methods in Optimization JMLR 2021 An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo AISTATS 2021 Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021 Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model NeurIPS 2021 Analysis of stochastic Lanczos quadrature for spectrum approximation ICML 2021 An analysis of Ermakov-Zolotukhin quadrature using kernels NeurIPS 2021 An Automatic, Simple Ultrasound Biofeedback Parameter for Distinguishing Accurate and Misarticulated Rhotic Syllables Interspeech 2021 An Axiom System for Feedback Centralities IJCAI 2021 A New Representation for Span-based CCG Parsing EMNLP 2021 A New Upper Bound Based on Vertex Partitioning for the Maximum K-plex Problem IJCAI 2021 An FST morphological analyzer for the Gitksan language ACL 2021 An Improved Upper Bound for SAT AAAI 2021 An Information-Theoretic Characterization of Morphological Fusion EMNLP 2021