Mathematics

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms JMLR 2022 Asymptotics of smoothed Wasserstein distances in the small noise regime NeurIPS 2022 ATD: Augmenting CP Tensor Decomposition by Self Supervision NeurIPS 2022 A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract) IJCAI 2022 A Theory of Tournament Representations ICLR 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 A Transformational Characterization of Unconditionally Equivalent Bayesian Networks PGM 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 A Unified Model for Line Projections in Catadioptric Cameras With Rotationally Symmetric Mirrors CVPR 2022 Automated Evaluation Metric for Terminology Consistency in MT EMNLP 2022 Automated Sifting of Stories from Simulated Storyworlds IJCAI 2022 Automatic Color Image Stitching Using Quaternion Rank-1 Alignment CVPR 2022 AutoML Two-Sample Test NeurIPS 2022 A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022 A Witness Two-Sample Test AISTATS 2022 AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs NeurIPS 2022 Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract) AAAI 2022 Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022 Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure JMLR 2022 Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022 Bayesian spillover graphs for dynamic networks UAI 2022 Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection EMNLP 2022 Beyond black box densities: Parameter learning for the deviated components NeurIPS 2022 Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features ICML 2022 Binary independent component analysis: a non-stationarity-based approach UAI 2022