Continuous Optimization

Efficient Algorithms for Smooth Minimax Optimization NeurIPS 2019 Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks NeurIPS 2019 Efficient and Robust Registration on the 3D Special Euclidean Group ICCV 2019 Efficient and Scalable Multi-Task Regression on Massive Number of Tasks AAAI 2019 Efficient Bayesian Experimental Design for Implicit Models AISTATS 2019 Efficient Full-Matrix Adaptive Regularization ICML 2019 Efficient Greedy Coordinate Descent for Composite Problems AISTATS 2019 Efficiently avoiding saddle points with zero order methods: No gradients required NeurIPS 2019 Efficiently escaping saddle points on manifolds NeurIPS 2019 Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations ICML 2019 Efficient Optimal Approximation of Discrete Random Variables for Estimation of Probabilities of Missing Deadlines AAAI 2019 Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization IJCAI 2019 Efficient Symmetric Norm Regression via Linear Sketching NeurIPS 2019 Energy-efficient Path Planning for Ground Robots by and Combining Air and Ground Measurements CoRL 2019 Enhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming AAAI 2019 Entangled Kernels IJCAI 2019 Entropy-Penalized Semidefinite Programming IJCAI 2019 Escaping from saddle points on Riemannian manifolds NeurIPS 2019 Estimate Sequences for Variance-Reduced Stochastic Composite Optimization ICML 2019 Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging ICCV 2019 Estimation of smooth densities in Wasserstein distance COLT 2019 Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019 Exact Clustering of Weighted Graphs via Semidefinite Programming JMLR 2019 Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019 Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery NeurIPS 2019