Mathematics & Optimization

Is Big Data Performance Reproducible in Modern Cloud Networks? NSDI 2020 Is Local SGD Better than Minibatch SGD? ICML 2020 Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing ICML 2020 Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty UAI 2020 Iterative Delegations in Liquid Democracy with Restricted Preferences AAAI 2020 It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information ACL 2020 It’s Not What Machines Can Learn, It’s What We Cannot Teach ICML 2020 IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation AAAI 2020 Joint Graph-Based Depth Refinement and Normal Estimation CVPR 2020 Joint learning of constraint weights and gradient inputs in Gradient Symbolic Computation with constrained optimization ACL 2020 Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020 Joint Texture and Geometry Optimization for RGB-D Reconstruction CVPR 2020 Justifying All Differences Using Pseudo-Boolean Reasoning AAAI 2020 Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020 Kernel interpolation with continuous volume sampling ICML 2020 Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data ICML 2020 Kernel Methods Through the Roof: Handling Billions of Points Efficiently NeurIPS 2020 Kernels over Sets of Finite Sets using RKHS Embeddings, with Application to Bayesian (Combinatorial) Optimization AISTATS 2020 KeyGames: A Game Theoretic Approach to Automatic Keyphrase Extraction COLING 2020 Kidney Exchange with Inhomogeneous Edge Existence Uncertainty UAI 2020 Knowing-How under Uncertainty (Extended Abstract) IJCAI 2020 Knowing The What But Not The Where in Bayesian Optimization ICML 2020 Kriging Prediction with Isotropic Matern Correlations: Robustness and Experimental Designs JMLR 2020 Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence L4DC 2020 Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020