conftrace_
← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
154
'05
'10
'15
'20
'25

Papers

Blind Demixing via Wirtinger Flow with Random Initialization AISTATS 2019
Efficient Bayesian Experimental Design for Implicit Models AISTATS 2019
Local Saddle Point Optimization: A Curvature Exploitation Approach AISTATS 2019
Optimization of Inf-Convolution Regularized Nonconvex Composite Problems AISTATS 2019
Nonlinear Acceleration of Primal-Dual Algorithms AISTATS 2019
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives AISTATS 2019
On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition AISTATS 2019
Conditional Sparse $L_p$-norm Regression With Optimal Probability AISTATS 2019
Autoencoding any Data through Kernel Autoencoders AISTATS 2019
Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator AISTATS 2019
Restarting Frank-Wolfe AISTATS 2019
Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019
Wasserstein regularization for sparse multi-task regression AISTATS 2019
Stochastic algorithms with descent guarantees for ICA AISTATS 2019
Towards Optimal Transport with Global Invariances AISTATS 2019
Bounding Inefficiency of Equilibria in Continuous Actions Games using Submodularity and Curvature AISTATS 2019
Projection-Free Bandit Convex Optimization AISTATS 2019
Least Squares Estimation of Weakly Convex Functions AISTATS 2019
Fast Algorithms for Sparse Reduced-Rank Regression AISTATS 2019
Overcomplete Independent Component Analysis via SDP AISTATS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences AISTATS 2019
Precision Matrix Estimation with Noisy and Missing Data AISTATS 2019
Efficient Greedy Coordinate Descent for Composite Problems AISTATS 2019
Decentralized Gradient Tracking for Continuous DR-Submodular Maximization AISTATS 2019
Sobolev Descent AISTATS 2019