conftrace_

dual problem

10 papers

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Co-occurring keywords

support vector machine (978) convex optimization (1321) coordinate descent (147) resource allocation (251) dimensionality reduction (720) joint differential privacy (5) proportional fairness (13) dual solution (6) augmented lagrangian method (30) matrix-vector multiplication (14)

Papers

Noisy Dual Mirror Descent: A Near Optimal Algorithm for Jointly-DP Convex Resource Allocation NIPS 2024
Fast Algorithms for Packing Proportional Fairness and its Dual NIPS 2022
An exact solver for the Weston-Watkins SVM subproblem ICML 2021
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020
Coordinate Descent Faceoff: Primal or Dual? ALT 2018
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions NIPS 2017
Theory of Dual-sparse Regularized Randomized Reduction ICML 2015
Scaling SVM and Least Absolute Deviations via Exact Data Reduction ICML 2014
Recovering the Optimal Solution by Dual Random Projection COLT 2013
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines JMLR 2006