continuous optimization

IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data ICML 2022 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks IJCAI 2022 Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics AAAI 2022 Learning to Optimize: A Primer and A Benchmark JMLR 2022 Max-Sum with Quadtrees for Decentralized Coordination in Continuous Domains IJCAI 2022 On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations JMLR 2022 On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022 Order Constraints in Optimal Transport ICML 2022 PDE-Based Optimal Strategy for Unconstrained Online Learning ICML 2022 Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources NeurIPS 2022 Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis NeurIPS 2022 Towards Federated Bayesian Network Structure Learning with Continuous Optimization AISTATS 2022 Truncated Matrix Power Iteration for Differentiable DAG Learning NeurIPS 2022 Using Partial Monotonicity in Submodular Maximization NeurIPS 2022 A Continuous Mapping For Augmentation Design NeurIPS 2021 A Hypergradient Approach to Robust Regression without Correspondence ICLR 2021 A Neural Network Auction For Group Decision Making Over a Continuous Space IJCAI 2021 Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation CVPR 2021 A Theory of the Risk for Optimization with Relaxation and its Application to Support Vector Machines JMLR 2021 ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations ICLR 2021 Controlled Text Generation as Continuous Optimization with Multiple Constraints NeurIPS 2021 DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021 Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport ICML 2021 Learning View Selection for 3D Scenes CVPR 2021