Continuous Optimization

Message Passing Least Squares Framework and its Application to Rotation Synchronization ICML 2020 MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020 Minibatch Stochastic Approximate Proximal Point Methods NeurIPS 2020 Minimax Rank-$1$ Matrix Factorization AISTATS 2020 Minimizing Discrete Total Curvature for Image Processing CVPR 2020 Modelling and Solving Online Optimisation Problems AAAI 2020 Monte Carlo Tree Search in Continuous Spaces Using Voronoi Optimistic Optimization with Regret Bounds AAAI 2020 Multi-Fidelity Black-Box Optimization for Time-Optimal Quadrotor Maneuvers RSS 2020 Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling ICML 2020 Nearly Non-Expansive Bounds for Mahalanobis Hard Thresholding COLT 2020 Near-Optimal Algorithms for Minimax Optimization COLT 2020 Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond COLT 2020 Nesterov's Acceleration for Approximate Newton JMLR 2020 Neural Manifold Ordinary Differential Equations NeurIPS 2020 Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks ICML 2020 New Oracle-Efficient Algorithms for Private Synthetic Data Release ICML 2020 NH-TTC: A gradient-based framework for generalized anticipatory collision avoidance RSS 2020 Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020 Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited WACV 2020 Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NeurIPS 2020 ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems AAAI 2020 On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond JMLR 2020 On Coresets for Regularized Regression ICML 2020 One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers NeurIPS 2020 On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems ICML 2020