Optimization

Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model NeurIPS 2021 Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control L4DC 2021 An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021 A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations NeurIPS 2021 A Novel Sequential Coreset Method for Gradient Descent Algorithms ICML 2021 Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021 A Robust Loss for Point Cloud Registration ICCV 2021 As You Like It: Localization via Paired Comparisons JMLR 2021 Automatic and Harmless Regularization with Constrained and Lexicographic Optimization: A Dynamic Barrier Approach NeurIPS 2021 A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021 Bilevel Optimization: Convergence Analysis and Enhanced Design ICML 2021 Bilinear Parameterization for Non-Separable Singular Value Penalties CVPR 2021 Black-Box Reductions for Zeroth-Order Gradient Algorithms to Achieve Lower Query Complexity JMLR 2021 Calibrated and Partially Calibrated Semi-Generalized Homographies ICCV 2021 Chance-constrained quasi-convex optimization with application to data-driven switched systems control L4DC 2021 Compressed Maximum Likelihood ICML 2021 Contrastive Losses and Solution Caching for Predict-and-Optimize IJCAI 2021 Convex Regularization in Monte-Carlo Tree Search ICML 2021 Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems AAAI 2021 Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPR IJCAI 2021 Crossing Cuts Polygonal Puzzles: Models and Solvers CVPR 2021 Crystallization Learning with the Delaunay Triangulation ICML 2021 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021 Data-Driven System Level Synthesis L4DC 2021 Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021