conftrace_

constrained optimization

281 papers

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CO

Co-occurring keywords

policy optimization (657) stochastic optimization (1060) convex optimization (1321) constraint satisfaction (294) regret bound (1926) bayesian optimization (624) safe reinforcement learning (120) fairness constraint (125) neural network (6616) nonconvex optimization (316)

Papers

Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017
A Light Touch for Heavily Constrained SGD COLT 2016
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016
Satisfying Real-world Goals with Dataset Constraints NIPS 2016
Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016
Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization ACML 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016
Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015
A Universal Primal-Dual Convex Optimization Framework NIPS 2015
Regularization-Free Estimation in Trace Regression with Symmetric Positive Semidefinite Matrices NIPS 2015
Stay on path: PCA along graph paths ICML 2015
Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015
As-Rigid-As-Possible Volumetric Shape-From-Template ICCV 2015
On the Global Linear Convergence of Frank-Wolfe Optimization Variants NIPS 2015
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints ICML 2015
PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 2015
Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014
Bayesian Optimization with Inequality Constraints ICML 2014
A Stepwise uncertainty reduction approach to constrained global optimization AISTATS 2014
Projected Natural Actor-Critic NIPS 2013
Matrix factorization with binary components NIPS 2013
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012
A Family of MCMC Methods on Implicitly Defined Manifolds AISTATS 2012
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NIPS 2012
Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints JMLR 2012