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

Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement AAAI 2026
Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition AAAI 2026
Discrete-Guided Diffusion for Scalable and Safe Multi-Robot Motion Planning AAAI 2026
LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ACL 2026
Optimisation Problems in Constrained Machine Learning AAAI 2026
Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes AAAI 2026
DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision ACL 2026
SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026
DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026
Constrained Online Convex Optimization with Memory and Predictions AAAI 2026
Improving Generalization of Deep Neural Networks by Optimum Shifting AAAI 2025
Scalable Knowledge Refactoring Using Constrained Optimisation AAAI 2025
GenAuction: A Generative Auction for Online Advertising AAAI 2025
Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025
B4: A Black-Box Scrubbing Attack on LLM Watermarks NAACL 2025
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming JMLR 2025
Contextual Bandits with Stage-wise Constraints JMLR 2025
A Constrained Optimization Approach for Gaussian Splatting from Coarsely-posed Images and Noisy Lidar Point Clouds ICCV 2025
Backdoor Mitigation by Distance-Driven Detoxification ICCV 2025
Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025
Fast Computation of Superquantile-Constrained Optimization Through Implicit Scenario Reduction JMLR 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025
DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025