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

Gradient based sample selection for online continual learning NIPS 2019
Fast Decomposable Submodular Function Minimization using Constrained Total Variation NIPS 2019
Projections for Approximate Policy Iteration Algorithms ICML 2019
Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always ICML 2019
Approximability of Constant-horizon Constrained POMDP IJCAI 2019
A Primal Dual Formulation For Deep Learning With Constraints NIPS 2019
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals JMLR 2019
Learning Optimal Fair Policies ICML 2019
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019
Almost surely constrained convex optimization ICML 2019
Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings ICCV 2019
PC-Fairness: A Unified Framework for Measuring Causality-based Fairness NIPS 2019
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization NIPS 2019
On Making Stochastic Classifiers Deterministic NIPS 2019
Proximal Distance Algorithms: Theory and Practice JMLR 2019
Escaping Saddle Points in Constrained Optimization NIPS 2018
Frank-Wolfe Splitting via Augmented Lagrangian Method AISTATS 2018
Depth-Aware Stereo Video Retargeting CVPR 2018
Trajectory Optimization On Manifolds with Applications to SO(3) and R3XS2 RSS 2018
Sparse and Constrained Attention for Neural Machine Translation ACL 2018
Nonasymptotic convergence of stochastic proximal point methods for constrained convex optimization JMLR 2018
Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018
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