Mathematics & Optimization

A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019 A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019 A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019 Affine Invariant Covariance Estimation for Heavy-Tailed Distributions COLT 2019 A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression NeurIPS 2019 A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations UAI 2019 A Framework for Approval-Based Budgeting Methods AAAI 2019 A framework for streamlined statistical prediction using topic models NAACL 2019 A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes AISTATS 2019 A General Framework for Symmetric Property Estimation NeurIPS 2019 A Generalized Language Model in Tensor Space AAAI 2019 A Generic Acceleration Framework for Stochastic Composite Optimization NeurIPS 2019 A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique AAAI 2019 Aggregated Momentum: Stability Through Passive Damping ICLR 2019 Aggregating Incomplete Pairwise Preferences by Weight IJCAI 2019 A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization ICML 2019 A Graph Theoretic Additive Approximation of Optimal Transport NeurIPS 2019 A Graph Theoretic Framework of Recomputation Algorithms for Memory-Efficient Backpropagation NeurIPS 2019 A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019 AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019 A*+IDA*: A Simple Hybrid Search Algorithm IJCAI 2019 AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations IJCAI 2019 A Kernel Multiple Change-point Algorithm via Model Selection JMLR 2019 A Kernel Random Matrix-Based Approach for Sparse PCA ICLR 2019 Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing NeurIPS 2019