Continuous Optimization

The Gradient Complexity of Linear Regression COLT 2020 The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response JMLR 2020 The Primal-Dual method for Learning Augmented Algorithms NeurIPS 2020 The Statistical Complexity of Early-Stopped Mirror Descent NeurIPS 2020 The Wasserstein Proximal Gradient Algorithm NeurIPS 2020 Throughput-Optimal Topology Design for Cross-Silo Federated Learning NeurIPS 2020 Tight Approximation for Proportional Approval Voting IJCAI 2020 TomoFluid: Reconstructing Dynamic Fluid From Sparse View Videos CVPR 2020 Total Deep Variation for Linear Inverse Problems CVPR 2020 Tracking Disaster Footprints with Social Streaming Data AAAI 2020 Training Generative Adversarial Networks by Solving Ordinary Differential Equations NeurIPS 2020 TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics ICML 2020 Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020 True Nonlinear Dynamics from Incomplete Networks AAAI 2020 Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020 Understanding spiking networks through convex optimization NeurIPS 2020 Universal Average-Case Optimality of Polyak Momentum ICML 2020 Universal Latent Space Model Fitting for Large Networks with Edge Covariates JMLR 2020 Unsupervised Audio Source Separation Using Generative Priors Interspeech 2020 Upper bounds for Model-Free Row-Sparse Principal Component Analysis ICML 2020 Using Approximation within Constraint Programming to Solve the Parallel Machine Scheduling Problem with Additional Unit Resources AAAI 2020 Utility/Privacy Trade-off through the lens of Optimal Transport AISTATS 2020 UWB at SemEval-2020 Task 1: Lexical Semantic Change Detection SemEval 2020 Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems ICML 2020 Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization NeurIPS 2020