← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3907 directly classified papers

Papers per year

Papers

Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018
Optimization, fast and slow: optimally switching between local and Bayesian optimization ICML 2018
Stochastic PCA with $\ell_2$ and $\ell_1$ Regularization ICML 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NIPS 2018
Solving Non-smooth Constrained Programs with Lower Complexity than $\mathcal{O}(1/\varepsilon)$: A Primal-Dual Homotopy Smoothing Approach NIPS 2018
Coordinate Descent with Bandit Sampling NIPS 2018
Inexact trust-region algorithms on Riemannian manifolds NIPS 2018
Direct Runge-Kutta Discretization Achieves Acceleration NIPS 2018
The Physical Systems Behind Optimization Algorithms NIPS 2018
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NIPS 2018
Smoothed analysis of the low-rank approach for smooth semidefinite programs NIPS 2018
Fast Similarity Search via Optimal Sparse Lifting NIPS 2018
Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity NIPS 2018
Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization NIPS 2018
Optimization for Approximate Submodularity NIPS 2018
Convex Elicitation of Continuous Properties NIPS 2018
Optimization over Continuous and Multi-dimensional Decisions with Observational Data NIPS 2018
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018
Distributed Primal-Dual Optimization for Non-uniformly Distributed Data IJCAI 2018
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018
New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
Robust Multi-view Learning via Half-quadratic Minimization IJCAI 2018