constrained optimization

UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization NeurIPS 2019 Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018 Depth-Aware Stereo Video Retargeting CVPR 2018 Escaping Saddle Points in Constrained Optimization NeurIPS 2018 Frank-Wolfe Splitting via Augmented Lagrangian Method AISTATS 2018 Nonasymptotic convergence of stochastic proximal point methods for constrained convex optimization JMLR 2018 Sparse and Constrained Attention for Neural Machine Translation ACL 2018 SpectralNet: Spectral Clustering using Deep Neural Networks ICLR 2018 Trajectory Optimization On Manifolds with Applications to SO(3) and R3XS2 RSS 2018 Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017 Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective IJCAI 2017 Frank-Wolfe Algorithms for Saddle Point Problems AISTATS 2017 Integer Linear Programming formulations in Natural Language Processing EACL 2017 Adaptive Algorithms for Online Convex Optimization with Long-term Constraints ICML 2016 A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016 A Light Touch for Heavily Constrained SGD COLT 2016 Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016 Linearized Alternating Direction Method of Multipliers for Constrained Nonconvex Regularized Optimization ACML 2016 Satisfying Real-world Goals with Dataset Constraints NeurIPS 2016 As-Rigid-As-Possible Volumetric Shape-From-Template ICCV 2015 A Universal Primal-Dual Convex Optimization Framework NeurIPS 2015 Extraction of Virtual Baselines From Distorted Document Images Using Curvilinear Projection ICCV 2015 Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015 On the Global Linear Convergence of Frank-Wolfe Optimization Variants NeurIPS 2015 PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 2015