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Optimization

1203 directly classified papers

Papers per year

Papers

Stein Points ICML 2018
An Iterative, Sketching-based Framework for Ridge Regression ICML 2018
ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018
Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018
Unbiased Objective Estimation in Predictive Optimization ICML 2018
Feasible Arm Identification ICML 2018
Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework ICML 2018
On Matching Pursuit and Coordinate Descent ICML 2018
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018
Accelerating Greedy Coordinate Descent Methods ICML 2018
Learning in Reproducing Kernel Kreı̆n Spaces ICML 2018
Non-convex Conditional Gradient Sliding ICML 2018
Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method ICML 2018
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization ICML 2018
LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration ICML 2018
GPU-Based Max Flow Maps in the Plane RSS 2018
Service Exchange Problem IJCAI 2018
Dynamic Fair Division Problem with General Valuations 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
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018
Adversarial Task Assignment IJCAI 2018
Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation IJCAI 2018
Computational Approaches for Stochastic Shortest Path on Succinct MDPs IJCAI 2018