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

An Efficient Multi-solution Solver for the Inverse Kinematics of 3-Section Constant-Curvature Robots RSS 2023
Editable Image Geometric Abstraction via Neural Primitive Assembly ICCV 2023
Faster Margin Maximization Rates for Generic Optimization Methods NIPS 2023
Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023
A Continuous-time Stochastic Gradient Descent Method for Continuous Data JMLR 2023
D-CIPHER: Discovery of Closed-form Partial Differential Equations NIPS 2023
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023
MA-BBOB: Many-Affine Combinations of BBOB Functions for Evaluating AutoML Approaches in Noiseless Numerical Black-Box Optimization Contexts AUTOML 2023
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions NIPS 2023
IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data ICML 2022
Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022
On the Convergence of Continuous Constrained Optimization for Structure Learning AISTATS 2022
Towards Federated Bayesian Network Structure Learning with Continuous Optimization AISTATS 2022
PDE-Based Optimal Strategy for Unconstrained Online Learning ICML 2022
Truncated Matrix Power Iteration for Differentiable DAG Learning NIPS 2022
Learning to Optimize: A Primer and A Benchmark JMLR 2022
Order Constraints in Optimal Transport ICML 2022
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ICML 2022
GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NIPS 2022
Max-Sum with Quadtrees for Decentralized Coordination in Continuous Domains IJCAI 2022
Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources NIPS 2022
Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics AAAI 2022
Using Partial Monotonicity in Submodular Maximization NIPS 2022
On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations JMLR 2022