conftrace_

dual optimization

18 papers

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Co-occurring keywords

map inference (130) block coordinate descent (64) primal-dual optimization (49) convex optimization (1321) duality theory (7) sparse optimization (246) low-rank matrix (174) random projection (145) graphical model (864) convergence rate (607)

Papers

Positive Definite Sparse Covariance Estimation via Dual Space Optimization AAAI 2026
One-Shot Safety Alignment for Large Language Models via Optimal Dualization NIPS 2024
Fast margin maximization via dual acceleration ICML 2021
Density Constrained Reinforcement Learning ICML 2021
Characterizing the implicit bias via a primal-dual analysis ALT 2021
Dual Iterative Hard Thresholding JMLR 2020
Dual Mirror Descent for Online Allocation Problems ICML 2020
High-dimensional Similarity Learning via Dual-sparse Random Projection IJCAI 2018
A Dual Framework for Low-rank Tensor Completion NIPS 2018
Celer: a Fast Solver for the Lasso with Dual Extrapolation ICML 2018
Dual Iterative Hard Thresholding: From Non-convex Sparse Minimization to Non-smooth Concave Maximization ICML 2017
Lasso Screening Rules via Dual Polytope Projection JMLR 2015
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013
Recovering the Optimal Solution by Dual Random Projection COLT 2013
A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013
Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NIPS 2012
Convergence Rate Analysis of MAP Coordinate Minimization Algorithms NIPS 2012
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations NIPS 2007