← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Differentiable Expected Hypervolume Improvement for Parallel Multi-Objective Bayesian Optimization NIPS 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NIPS 2020
Piecewise Linear Regression via a Difference of Convex Functions ICML 2020
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems JMLR 2020
Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning AISTATS 2020
Distributionally Robust Local Non-parametric Conditional Estimation NIPS 2020
Learning Context-free Languages with Nondeterministic Stack RNNs EMNLP 2020
Improved Algorithms for Convex-Concave Minimax Optimization NIPS 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NIPS 2020
Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits NIPS 2020
Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function NIPS 2020
Decisions, Counterfactual Explanations and Strategic Behavior NIPS 2020
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics ICML 2020
Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling ICML 2020
Conditional gradient methods for stochastically constrained convex minimization ICML 2020
Local Non-Rigid Structure-From-Motion From Diffeomorphic Mappings CVPR 2020
New Oracle-Efficient Algorithms for Private Synthetic Data Release ICML 2020
From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NIPS 2020
Learning Feature Sparse Principal Subspace NIPS 2020
A Single Recipe for Online Submodular Maximization with Adversarial or Stochastic Constraints NIPS 2020
Kernel Methods Through the Roof: Handling Billions of Points Efficiently NIPS 2020
Joint Graph-Based Depth Refinement and Normal Estimation CVPR 2020
Linear Time Sinkhorn Divergences using Positive Features NIPS 2020
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization NIPS 2020