Mathematics

Non-uniform Consistency of Online Learning with Random Sampling ALT 2021 Normal Integration via Inverse Plane Fitting With Minimum Point-to-Plane Distance CVPR 2021 NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique Problem AAAI 2021 Oblivious Sketching for Logistic Regression ICML 2021 Offline detection of change-points in the mean for stationary graph signals. AISTATS 2021 One-Sketch-for-All: Non-linear Random Features from Compressed Linear Measurements AISTATS 2021 On Estimation in Latent Variable Models ICML 2021 On Homophony and Rényi Entropy EMNLP 2021 Online Blind Audio Source Separation Using Recursive Expectation-Maximization Interspeech 2021 Online Matching in Sparse Random Graphs: Non-Asymptotic Performances of Greedy Algorithm NeurIPS 2021 On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry NeurIPS 2021 On Riemannian Stochastic Approximation Schemes with Fixed Step-Size AISTATS 2021 On Robust Mean Estimation under Coordinate-level Corruption ICML 2021 On Robust Optimal Transport: Computational Complexity and Barycenter Computation NeurIPS 2021 On Solving Probabilistic Linear Diophantine Equations JMLR 2021 On the Approximation Power of Two-Layer Networks of Random ReLUs COLT 2021 On the Complexity of Finding Justifications for Collective Decisions AAAI 2021 On the Complexity of Sum-of-Products Problems over Semirings AAAI 2021 On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness COLT 2021 On the difficulty of unbiased alpha divergence minimization ICML 2021 On the Estimation of Network Complexity: Dimension of Graphons JMLR 2021 On the Faster Alternating Least-Squares for CCA AISTATS 2021 On-the-fly Synthesis for LTL over Finite Traces AAAI 2021 On the High Accuracy Limitation of Adaptive Property Estimation AISTATS 2021 On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021