conftrace_

continuous optimization

135 papers

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Co-occurring keywords

convex optimization (1321) gradient descent (1144) directed acyclic graph (245) optimal transport (948) discrete optimization (145) structure learning (341) graphical model (864) submodular maximization (143) convergence rate (607) combinatorial optimization (1039)

Papers

On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022
Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks IJCAI 2022
Max-Sum with Quadtrees for Decentralized Coordination in Continuous Domains IJCAI 2022
Order Constraints in Optimal Transport ICML 2022
Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization IJCAI 2021
Learning View Selection for 3D Scenes CVPR 2021
DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 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
Skew-symmetrically perturbed gradient flow for convex optimization ACML 2021
A Neural Network Auction For Group Decision Making Over a Continuous Space IJCAI 2021
SONIA: A Symmetric Blockwise Truncated Optimization Algorithm AISTATS 2021
A Continuous Mapping For Augmentation Design NIPS 2021
Online Non-Monotone DR-Submodular Maximization AAAI 2021
Sublinear Classical and Quantum Algorithms for General Matrix Games AAAI 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints NIPS 2021
Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport ICML 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems AAAI 2020
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks NIPS 2020
Continuous Submodular Maximization: Beyond DR-Submodularity NIPS 2020
Determinant Regularization for Gradient-Efficient Graph Matching CVPR 2020
Efficient Continuous Pareto Exploration in Multi-Task Learning ICML 2020
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization JMLR 2020
Boosting First-Order Methods by Shifting Objective: New Schemes with Faster Worst-Case Rates NIPS 2020