Mathematics & Optimization

Distributionally Robust Bayesian Quadrature Optimization AISTATS 2020 Distributionally Robust Counterfactual Risk Minimization AAAI 2020 Distributionally Robust Formulation and Model Selection for the Graphical Lasso AISTATS 2020 Distributionally Robust Local Non-parametric Conditional Estimation NeurIPS 2020 Distributionally Robust Parametric Maximum Likelihood Estimation NeurIPS 2020 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits ICML 2020 Diversified Bayesian Nonnegative Matrix Factorization AAAI 2020 Diversity-Guided Multi-Objective Bayesian Optimization With Batch Evaluations NeurIPS 2020 Diversity of Solutions: An Exploration Through the Lens of Fixed-Parameter Tractability Theory IJCAI 2020 DNU: Deep Non-Local Unrolling for Computational Spectral Imaging CVPR 2020 Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit COLT 2020 Don’t Jump Through Hoops and Remove Those Loops: SVRG and Katyusha are Better Without the Outer Loop ALT 2020 Do Subsampled Newton Methods Work for High-Dimensional Data? AAAI 2020 Double-Loop Unadjusted Langevin Algorithm ICML 2020 Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games AAAI 2020 Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK AAAI 2020 DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration MIDL 2020 D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems AAAI 2020 Dual Formulation of the Chordal Graph Conjecture PGM 2020 Dual Instrumental Variable Regression NeurIPS 2020 Dual Iterative Hard Thresholding JMLR 2020 Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses ICML 2020 Dual Mirror Descent for Online Allocation Problems ICML 2020 Dual Stochastic MPC for Systems with Parametric and Structural Uncertainty L4DC 2020 DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020