Optimization

COT-GAN: Generating Sequential Data via Causal Optimal Transport NeurIPS 2020 Counterexample-Guided Learning of Monotonic Neural Networks NeurIPS 2020 Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search NeurIPS 2020 Cross-Lingual Document Retrieval with Smooth Learning COLING 2020 CryptoNAS: Private Inference on a ReLU Budget NeurIPS 2020 CUNI English-Czech and English-Polish Systems in WMT20: Robust Document-Level Training EMNLP 2020 Curvature-corrected learning dynamics in deep neural networks ICML 2020 DACE: Distribution-Aware Counterfactual Explanation by Mixed-Integer Linear Optimization IJCAI 2020 DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation Interspeech 2020 Data-driven distributionally robust LQR with multiplicative noise L4DC 2020 Data-driven modeling of a flapping bat robot with a single flexible wing surface RSS 2020 Data-Independent Neural Pruning via Coresets ICLR 2020 DAve-QN: A Distributed Averaged Quasi-Newton Method with Local Superlinear Convergence Rate AISTATS 2020 Ddo, a Generic and Efficient Framework for MDD-Based Optimization IJCAI 2020 Debiased Sinkhorn barycenters ICML 2020 Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization NeurIPS 2020 Decentralized Accelerated Proximal Gradient Descent NeurIPS 2020 Decentralized Deep Learning with Arbitrary Communication Compression ICLR 2020 Decoding As Dynamic Programming For Recurrent Autoregressive Models ICLR 2020 Decoupled Greedy Learning of CNNs ICML 2020 Deep Differentiable Grasp Planner for High-DOF Grippers RSS 2020 Deep Facial Non-Rigid Multi-View Stereo CVPR 2020 Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery IJCAI 2020 Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution CVPR 2020 Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient ICLR 2020