continuous optimization

On the Power of Small-size Graph Neural Networks for Linear Programming NeurIPS 2024 Optimization Algorithm Design via Electric Circuits NeurIPS 2024 Private Geometric Median NeurIPS 2024 Sparse NMF with Archetypal Regularization: Computational and Robustness Properties JMLR 2024 Structure Learning with Continuous Optimization: A Sober Look and Beyond CLeaR 2024 A Continuous-time Stochastic Gradient Descent Method for Continuous Data JMLR 2023 An Efficient Multi-solution Solver for the Inverse Kinematics of 3-Section Constant-Curvature Robots RSS 2023 Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023 Continuous-time Analysis of Anchor Acceleration NeurIPS 2023 DAG Learning on the Permutahedron ICLR 2023 D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 Editable Image Geometric Abstraction via Neural Primitive Assembly ICCV 2023 Faster Margin Maximization Rates for Generic Optimization Methods NeurIPS 2023 MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts AutoML 2023 Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback AISTATS 2023 Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023 Reducing Discretization Error in the Frank-Wolfe Method AISTATS 2023 Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NeurIPS 2023 Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets AISTATS 2023 Allocating Opportunities in a Dynamic Model of Intergenerational Mobility (Extended Abstract) IJCAI 2022 Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ICML 2022 DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization NeurIPS 2022 Efficient Neural Causal Discovery without Acyclicity Constraints ICLR 2022 GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NeurIPS 2022