constrained optimization

Approximability of Constant-horizon Constrained POMDP IJCAI 2019 A Primal Dual Formulation For Deep Learning With Constraints NeurIPS 2019 Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints IJCAI 2019 Convergent Policy Optimization for Safe Reinforcement Learning NeurIPS 2019 Differentiable Linearized ADMM ICML 2019 ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model CVPR 2019 Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking ICLR 2019 Fast Decomposable Submodular Function Minimization using Constrained Total Variation NeurIPS 2019 Gradient based sample selection for online continual learning NeurIPS 2019 Learning Hierarchical Priors in VAEs NeurIPS 2019 Learning Optimal Fair Policies ICML 2019 Making Decisions that Reduce Discriminatory Impacts ICML 2019 Matrix Completion in the Unit Hypercube via Structured Matrix Factorization IJCAI 2019 Multiplicative Weights Updates as a distributed constrained optimization algorithm: Convergence to second-order stationary points almost always ICML 2019 On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition AISTATS 2019 On Making Stochastic Classifiers Deterministic NeurIPS 2019 Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals JMLR 2019 PC-Fairness: A Unified Framework for Measuring Causality-based Fairness NeurIPS 2019 Practical Coding Function Design for Time-Of-Flight Imaging CVPR 2019 Projections for Approximate Policy Iteration Algorithms ICML 2019 Proximal Distance Algorithms: Theory and Practice JMLR 2019 Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019 Top Feasible Arm Identification AISTATS 2019 Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints ICML 2019 Two-Player Games for Efficient Non-Convex Constrained Optimization ALT 2019