Optimization

Decentralized Sparse Linear Regression via Gradient-Tracking JMLR 2025 Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees ICLR 2025 Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents ICML 2025 Decision Tree Induction Through LLMs via Semantically-Aware Evolution ICLR 2025 DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025 Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies ICLR 2025 Decoding Speculative Decoding NAACL 2025 Decomposed Distribution Matching in Dataset Condensation WACV 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 Decomposition Polyhedra of Piecewise Linear Functions ICLR 2025 Deconstructing What Makes a Good Optimizer for Autoregressive Language Models ICLR 2025 Decoupled SGDA for Games with Intermittent Strategy Communication ICML 2025 Decoupling Angles and Strength in Low-rank Adaptation ICLR 2025 Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025 Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-sharpening ICCV 2025 DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning JMLR 2025 DeePC-Hunt: Data-enabled Predictive Control Hyperparameter Tuning via Differentiable Optimization L4DC 2025 Deep Distributed Optimization for Large-Scale Quadratic Programming ICLR 2025 Deep MMD Gradient Flow without adversarial training ICLR 2025 Deep Neural Cellular Potts Models ICML 2025 Deep Neural Networks are Adaptive to Function Regularity and Data Distribution in Approximation and Estimation JMLR 2025 Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document AAAI 2025 Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries ICLR 2025 Delay as Payoff in MAB AAAI 2025 DeLTa: A Decoding Strategy based on Logit Trajectory Prediction Improves Factuality and Reasoning Ability EMNLP 2025