Mathematics

DPPy: DPP Sampling with Python JMLR 2019 Early-Stopping of Scattering Pattern Observation with Bayesian Modeling AAAI 2019 Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets NeurIPS 2019 Efficiently escaping saddle points on manifolds NeurIPS 2019 Efficiently Estimating Erdos-Renyi Graphs with Node Differential Privacy NeurIPS 2019 Efficiently Learning Fourier Sparse Set Functions NeurIPS 2019 Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models NeurIPS 2019 Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019 Efficient Symmetric Norm Regression via Linear Sketching NeurIPS 2019 Elaborate Monocular Point and Line SLAM With Robust Initialization ICCV 2019 Elliptical Perturbations for Differential Privacy NeurIPS 2019 Embedding Imputation with Grounded Language Information ACL 2019 Enumerating Potential Maximal Cliques via SAT and ASP IJCAI 2019 Escaping from saddle points on Riemannian manifolds NeurIPS 2019 Estimating Convergence of Markov chains with L-Lag Couplings NeurIPS 2019 Estimating Entropy of Distributions in Constant Space NeurIPS 2019 Estimating the Mixing Time of Ergodic Markov Chains COLT 2019 Estimation of smooth densities in Wasserstein distance COLT 2019 Exact Bernoulli Scan Statistics using Binary Decision Diagrams IJCAI 2019 Exact Sampling of Directed Acyclic Graphs from Modular Distributions UAI 2019 Exclusivity Graph Approach to Instrumental Inequalities UAI 2019 Exemplar Based Mixture Models with Censored Data ACML 2019 Exploiting Multi-Channel Speech Presence Probability in Parametric Multi-Channel Wiener Filter Interspeech 2019 Exploring Algorithmic Fairness in Robust Graph Covering Problems NeurIPS 2019 Expressive power of tensor-network factorizations for probabilistic modeling NeurIPS 2019