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

Finite-Time Convergence in Continuous-Time Optimization ICML 2020
Diffeomorphic Learning JMLR 2020
Sensor Placement for Spatial Gaussian Processes with Integral Observations UAI 2020
On the Role of Sparsity and DAG Constraints for Learning Linear DAGs NIPS 2020
Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization JMLR 2020
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs NIPS 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NIPS 2020
Learning Sparse Nonparametric DAGs AISTATS 2020
Entropy-Penalized Semidefinite Programming IJCAI 2019
Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference ICML 2019
Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019
Consensual Affine Transformations for Partial Valuation Aggregation AAAI 2019
Shadowing Properties of Optimization Algorithms NIPS 2019
Hamiltonian descent for composite objectives NIPS 2019
Weighted Oblique Decision Trees AAAI 2019
Convergence Guarantees for a Class of Non-convex and Non-smooth Optimization Problems JMLR 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks ICML 2019
Modularity-based Sparse Soft Graph Clustering AISTATS 2019
The Well-Tempered Lasso ICML 2018
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018
Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018
DAGs with NO TEARS: Continuous Optimization for Structure Learning NIPS 2018
Neural Architecture Optimization NIPS 2018
Direct Runge-Kutta Discretization Achieves Acceleration NIPS 2018
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization NIPS 2018