Mathematics

Distributionally Robust Parametric Maximum Likelihood Estimation NeurIPS 2020 Diversified Bayesian Nonnegative Matrix Factorization AAAI 2020 Diversity of Solutions: An Exploration Through the Lens of Fixed-Parameter Tractability Theory IJCAI 2020 Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit COLT 2020 Do Subsampled Newton Methods Work for High-Dimensional Data? AAAI 2020 Dual Formulation of the Chordal Graph Conjecture PGM 2020 Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses ICML 2020 DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020 Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020 Dynamic Graph Representation for Occlusion Handling in Biometrics AAAI 2020 Early and Efficient Identification of Useless Constraint Propagation for Alldifferent Constraints IJCAI 2020 Effectively Unbiased FID and Inception Score and Where to Find Them CVPR 2020 Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment CVPR 2020 Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach IJCAI 2020 Efficient Derivative Computation for Cumulative B-Splines on Lie Groups CVPR 2020 Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning NeurIPS 2020 Efficient Learning of Discrete Graphical Models NeurIPS 2020 Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020 Efficient Parameter Estimation of Truncated Boolean Product Distributions COLT 2020 Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020 Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks NeurIPS 2020 Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020 Embedding Conjugate Gradient in Learning Random Walks for Landscape Connectivity Modeling in Conservation IJCAI 2020 Empirical Priors for Prediction in Sparse High-dimensional Linear Regression JMLR 2020 Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020