← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019
Not All FPRASs are Equal: Demystifying FPRASs for DNF-Counting (Extended Abstract) IJCAI 2019
The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration IJCAI 2019
Differentiable Game Mechanics JMLR 2019
Adaptation Based on Generalized Discrepancy JMLR 2019
Parsimonious Online Learning with Kernels via Sparse Projections in Function Space JMLR 2019
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression JMLR 2019
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics JMLR 2019
Exact Clustering of Weighted Graphs via Semidefinite Programming JMLR 2019
A New Approach to Laplacian Solvers and Flow Problems JMLR 2019
Lazifying Conditional Gradient Algorithms JMLR 2019
Learning to Match via Inverse Optimal Transport JMLR 2019
Solving the OSCAR and SLOPE Models Using a Semismooth Newton-Based Augmented Lagrangian Method JMLR 2019
An Efficient Two Step Algorithm for High Dimensional Change Point Regression Models Without Grid Search JMLR 2019
Binarsity: a penalization for one-hot encoded features in linear supervised learning JMLR 2019
Stochastic Variance-Reduced Cubic Regularization Methods JMLR 2019
Convergence Guarantees for a Class of Non-convex and Non-smooth Optimization Problems JMLR 2019
Optimal Convergence Rates for Convex Distributed Optimization in Networks JMLR 2019
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets JMLR 2019
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals JMLR 2019
On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About its Nonsmooth Loss Function UAI 2019
Comparing EM with GD in Mixture Models of Two Components UAI 2019
Randomized Iterative Algorithms for Fisher Discriminant Analysis UAI 2019
A Fast Proximal Point Method for Computing Exact Wasserstein Distance UAI 2019
Periodic Kernel Approximation by Index Set Fourier Series Features UAI 2019