Continuous Optimization

Revisit Batch Normalization: New Understanding and Refinement via Composition Optimization AISTATS 2019 Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019 Riemannian Motion Policy Fusion through Learnable Lyapunov Function Reshaping CoRL 2019 Robust Estimation of Similarity Transformation for Visual Object Tracking AAAI 2019 Robust exploration in linear quadratic reinforcement learning NeurIPS 2019 Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019 Robustness Envelopes for Temporal Plans AAAI 2019 Robust Principal Component Analysis with Adaptive Neighbors NeurIPS 2019 Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019 Sampling and Optimization on Convex Sets in Riemannian Manifolds of Non-Negative Curvature COLT 2019 Scalable and Congestion-Aware Routing for Autonomous Mobility-On-Demand Via Frank-Wolfe Optimization RSS 2019 Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching NeurIPS 2019 Scalable Kernel K-Means Clustering with Nystrom Approximation: Relative-Error Bounds JMLR 2019 Scalable Learning in Reproducing Kernel Krein Spaces ICML 2019 Screening Sinkhorn Algorithm for Regularized Optimal Transport NeurIPS 2019 SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences CVPR 2019 Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression NeurIPS 2019 Semi-Autonomous Robot Teleoperation with Obstacle Avoidance Via Model Predictive Control RSS 2019 Semi-Parametric Efficient Policy Learning with Continuous Actions NeurIPS 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Shape Reconstruction Using Differentiable Projections and Deep Priors ICCV 2019 Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery JMLR 2019 Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure NSDI 2019 SimulCap : Single-View Human Performance Capture With Cloth Simulation CVPR 2019 Simultaneous Denoising and Dereverberation for Low-Latency Applications Using Frame-by-Frame Online Unified Convolutional Beamformer Interspeech 2019