Mathematics

Integrals over Gaussians under Linear Domain Constraints AISTATS 2020 Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs NeurIPS 2020 Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing ICML 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 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 Knowing-How under Uncertainty (Extended Abstract) IJCAI 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 Learning Algebraic Multigrid Using Graph Neural Networks ICML 2020 Learning discrete distributions: user vs item-level privacy NeurIPS 2020 Learning discrete distributions with infinite support NeurIPS 2020 Learning Dynamic Relationships for 3D Human Motion Prediction CVPR 2020 Learning Entangled Single-Sample Gaussians in the Subset-of-Signals Model COLT 2020 Learning from Non-Binary Constituency Trees via Tensor Decomposition COLING 2020 Learning Gaussian Graphical Models via Multiplicative Weights AISTATS 2020 Learning High-dimensional Gaussian Graphical Models under Total Positivity without Adjustment of Tuning Parameters AISTATS 2020 Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020 Learning Mixed Latent Tree Models JMLR 2020 Learning Mixtures of Graphs from Epidemic Cascades ICML 2020 Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification CVPR 2020 Learning Opinions in Social Networks ICML 2020