continuous optimization

Entropy-Penalized Semidefinite Programming IJCAI 2019 Hamiltonian descent for composite objectives NeurIPS 2019 Modularity-based Sparse Soft Graph Clustering AISTATS 2019 Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference ICML 2019 Shadowing Properties of Optimization Algorithms NeurIPS 2019 Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019 Weighted Oblique Decision Trees AAAI 2019 DAGs with NO TEARS: Continuous Optimization for Structure Learning NeurIPS 2018 Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018 Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018 Direct Runge-Kutta Discretization Achieves Acceleration NeurIPS 2018 Neural Architecture Optimization NeurIPS 2018 Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization NeurIPS 2018 Optimization over Continuous and Multi-dimensional Decisions with Observational Data NeurIPS 2018 The Well-Tempered Lasso ICML 2018 Decomposable Submodular Function Minimization: Discrete and Continuous NeurIPS 2017 Gradient Methods for Submodular Maximization NeurIPS 2017 Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NeurIPS 2017 Newton-Type Methods for Inference in Higher-Order Markov Random Fields CVPR 2017 Non-Contact Full Field Vibration Measurement Based on Phase-Shifting CVPR 2017 Regret Analysis for Continuous Dueling Bandit NeurIPS 2017 Towards Decoding as Continuous Optimisation in Neural Machine Translation EMNLP 2017 A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016 Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids CVPR 2016 Nearly Isometric Embedding by Relaxation NeurIPS 2016