conftrace_

constrained optimization

281 papers

Explore in graph

Also known as

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

Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver ICML 2023
Omnipredictors for Constrained Optimization ICML 2023
How Do You Want Your Greedy: Simultaneous or Repeated? JMLR 2023
Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent Data ICML 2023
DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning AAAI 2023
Solving Stabilize-Avoid via Epigraph Form Optimal Control using Deep Reinforcement Learning RSS 2023
ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks AISTATS 2023
Two-Stage Predict+Optimize for MILPs with Unknown Parameters in Constraints NIPS 2023
Online Constrained Meta-Learning: Provable Guarantees for Generalization NIPS 2023
Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations ICML 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set ICML 2023
SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization NIPS 2023
High-Fidelity Guided Image Synthesis With Latent Diffusion Models CVPR 2023
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023
Constrained Efficient Global Optimization of Expensive Black-box Functions ICML 2023
Reduced Policy Optimization for Continuous Control with Hard Constraints NIPS 2023
Faster Exact MPE and Constrained Optimization with Deterministic Finite State Automata IJCAI 2023
HOUDINI: Escaping from Moderately Constrained Saddles IJCAI 2023
Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo NIPS 2023
The Computational Complexity of Finding Stationary Points in Non-Convex Optimization COLT 2023
Optimization for Classical Machine Learning Problems on the GPU AAAI 2022
Longitudinal Fairness with Censorship AAAI 2022
Environment Design for Biased Decision Makers IJCAI 2022
Revisiting Document Image Dewarping by Grid Regularization CVPR 2022