constrained optimization

Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement AAAI 2026 Constrained Online Convex Optimization with Memory and Predictions 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 DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026 Discrete-Guided Diffusion for Scalable and Safe Multi-Robot Motion Planning AAAI 2026 Fairness Uncertainty Quantification: A Constrained Stochastic Optimization Perspective UAI 2026 LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ACL 2026 Optimisation Problems in Constrained Machine Learning AAAI 2026 Planning with Formal Reachability Guarantees in Goal-Oriented MDPs with Dead-Ends UAI 2026 SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026 Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition AAAI 2026 VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision ACL 2026 A Constrained Optimization Approach for Gaussian Splatting from Coarsely-posed Images and Noisy Lidar Point Clouds ICCV 2025 B4: A Black-Box Scrubbing Attack on LLM Watermarks NAACL 2025 Backdoor Mitigation by Distance-Driven Detoxification ICCV 2025 Common Learning Constraints Alter Interpretations of Direct Preference Optimization AISTATS 2025 Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025 Constrained Offline Black-Box Optimization via Risk Evaluation and Management AAAI 2025 Contextual Bandits with Stage-wise Constraints JMLR 2025 Controllable Unlearning for Image-to-Image Generative Models via ε-Constrained Optimization ICLR 2025 DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025 Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints AISTATS 2025 Erasing Undesirable Influence in Diffusion Models CVPR 2025 Exploring the Design Space of Visual Context Representation in Video MLLMs ICLR 2025