Continuous Optimization

Gradient-Based Mixed Planning with Symbolic and Numeric Action Parameters (Extended Abstract) IJCAI 2023 GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints NeurIPS 2023 Group SLOPE Penalized Low-Rank Tensor Regression JMLR 2023 Group Sparse Optimal Transport for Sparse Process Flexibility Design IJCAI 2023 Hardness of Low Rank Approximation of Entrywise Transformed Matrix Products NeurIPS 2023 Hierarchical Policy Blending As Optimal Transport L4DC 2023 High-Dimensional Dueling Optimization with Preference Embedding AAAI 2023 High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent AISTATS 2023 High Probability Bounds for Stochastic Continuous Submodular Maximization AISTATS 2023 Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space NeurIPS 2023 IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation AAAI 2023 Image Super-Resolution Using T-Tetromino Pixels CVPR 2023 Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network NeurIPS 2023 Implicit Neural Spatial Representations for Time-dependent PDEs ICML 2023 Importance Sparsification for Sinkhorn Algorithm JMLR 2023 Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization AAAI 2023 Improved Algorithms for Allen's Interval Algebra by Dynamic Programming with Sublinear Partitioning IJCAI 2023 Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023 Improving Pareto Front Learning via Multi-Sample Hypernetworks AAAI 2023 Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners NeurIPS 2023 InfoOT: Information Maximizing Optimal Transport ICML 2023 Injecting Multimodal Information into Rigid Protein Docking via Bi-level Optimization NeurIPS 2023 Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023 iPlanner: Imperative Path Planning RSS 2023 Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? ICML 2023