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

A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization NIPS 2020
Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning AAAI 2020
Towards multi-sequence MR image recovery from undersampled k-space data MIDL 2020
A Novel Approach for Constrained Optimization in Graphical Models NIPS 2020
Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes NIPS 2020
Pairwise Fairness for Ranking and Regression AAAI 2020
IPO: Interior-Point Policy Optimization under Constraints AAAI 2020
Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance AAAI 2020
Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NIPS 2020
Joint learning of constraint weights and gradient inputs in Gradient Symbolic Computation with constrained optimization ACL 2020
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models NIPS 2020
Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract) AAAI 2020
Learning Hierarchical Priors in VAEs NIPS 2019
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model CVPR 2019
Query-focused Sentence Compression in Linear Time IJCNLP 2019
Making Decisions that Reduce Discriminatory Impacts ICML 2019
On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition AISTATS 2019
Two-Player Games for Efficient Non-Convex Constrained Optimization ALT 2019
Practical Coding Function Design for Time-Of-Flight Imaging CVPR 2019
Differentiable Linearized ADMM ICML 2019
Matrix Completion in the Unit Hypercube via Structured Matrix Factorization IJCAI 2019
Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints IJCAI 2019
Convergent Policy Optimization for Safe Reinforcement Learning NIPS 2019
Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints ICML 2019
Top Feasible Arm Identification AISTATS 2019