📚 文献库
Literature Library

DOS: Dependency-Oriented Sampler for Masked Diffusion Language 模型 (Model)s

DOS: Dependency-Oriented Sampler for Masked Diffusion Language Models

作者
Authors: Xueyu Zhou|Yangrong Hu|Jian Huang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 238 📚 16

Active Seriation: Efficient Ordering Recovery with 统计 (Statistical) Guarantees

Active Seriation: Efficient Ordering Recovery with Statistical Guarantees

作者
Authors: James Cheshire|Yann Issartel 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 455 📚 21

Scalable Simulation-Based 模型 (Model) 推断 (Inference) with Test-Time Complexity Control

Scalable Simulation-Based Model Inference with Test-Time Complexity Control

作者
Authors: Manuel Gloeckler|J. P. Manzano-Patrón|Stamatios N.... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 84 📚 33

战斗中Condorcet胜者识别的样本复杂度

The Sampling Complexity of Condorcet Winner Identification in Dueling Bandits

作者
Authors: El Mehdi Saad|Victor Thuot|Nicolas Verzelen 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 232 📚 17

在LLM能力基准中建立建构有效性需要命名网络

Establishing Construct Validity in LLM Capability Benchmarks Requires Nomological Networks

作者
Authors: Timo Freiesleben 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 225 📚 14

Analyzing Error Sources in Global Feature Effect 估计 (Estimation)

Analyzing Error Sources in Global Feature Effect Estimation

作者
Authors: Timo Heiß|Coco Bögel|Bernd Bischl|Giuseppe Casalic... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 213 📚 9

里曼运动生成:通过里曼运动流匹配人类运动代表与生成的统一框架

Riemannian Motion Generation: A Unified Framework for Human Motion Representation and Generation via...

作者
Authors: Fangran Miao|Jian Huang|Ting Li 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 176 📚 8

An Optimised Greedy-Weighted Ensemble Framework for Financial Loan Default 预测 (Prediction)

An Optimised Greedy-Weighted Ensemble Framework for Financial Loan Default Prediction

作者
Authors: Ezekiel Nii Noye Nortey|Jones Asante-Koranteng|Mar... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 395 📚 1

Neural Galerkin Normalizing Flow for Transition Probability Density Functions of Diffusion 模型 (Model...

Neural Galerkin Normalizing Flow for Transition Probability Density Functions of Diffusion Models

作者
Authors: Riccardo Saporiti|Fabio Nobile 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 249 📚 48

Adam 梯度下降优化方法的统一先验界限和错误分析

Uniform a priori bounds and error analysis for the Adam stochastic gradient descent optimization met...

作者
Authors: Steffen Dereich|Thang Do|Arnulf Jentzen 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 484 📚 32

PromptHub: Enhancing Multi-Prompt Visual In-Context 学习 (Learning) with Locality-Aware Fusion, Concen...

PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentrati...

作者
Authors: Tianci Luo|Jinpeng Wang|Shiyu Qin|Niu Lian|Yan Fen... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 423 📚 11

权威- 级别前科: 分级预测处理中的未指定约束

Authority-Level Priors: An Under-Specified Constraint in Hierarchical Predictive Processing

作者
Authors: Marcela Palejova 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 359 📚 49

DriftGuard: Mitigating Asynchronous 数据 (Data) Drift in Federated 学习 (Learning)

DriftGuard: Mitigating Asynchronous Data Drift in Federated Learning

作者
Authors: Yizhou Han|Di Wu|Blesson Varghese 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 90 📚 50

RadioDiff-FS: Physics-Informed Manifold Alignment in Few-Shot Diffusion 模型 (Model)s for High-Fidelit...

RadioDiff-FS: Physics-Informed Manifold Alignment in Few-Shot Diffusion Models for High-Fidelity Rad...

作者
Authors: Xiucheng Wang|Zixuan Guo|Nan Cheng 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 404 📚 8

数据 (Data)-driven construction of machine-learning-based interatomic potentials for gas-surface scatt...

Data-driven construction of machine-learning-based interatomic potentials for gas-surface scattering...

作者
Authors: Samuel Del Fré|Gilberto A. Alou Angulo|Maurice Mon... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 217 📚 35

RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language 模型 ...

RewardFlow: Topology-Aware Reward Propagation on State Graphs for Agentic RL with Large Language Mod...

作者
Authors: Xiao Feng|Bo Han|Zhanke Zhou|Jiaqi Fan|Jiangchao Y... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 194 📚 15

BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating 优化 (Optimization...

BeamAgent: LLM-Aided MIMO Beamforming with Decoupled Intent Parsing and Alternating Optimization for...

作者
Authors: Xiucheng Wang|Yue Zhang|Nan Cheng 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 422 📚 27

Learn for Variation: Variationally Guided AAV Trajectory 学习 (Learning) in Differentiable Environment...

Learn for Variation: Variationally Guided AAV Trajectory Learning in Differentiable Environments

作者
Authors: Xiucheng Wang|Zhenye Chen|Nan Cheng 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 256 📚 24

Towards Interpretable Foundation 模型 (Model)s for Retinal Fundus Images

Towards Interpretable Foundation Models for Retinal Fundus Images

作者
Authors: Samuel Ofosu Mensah|Maria Camila Roa Carvajal|Kero... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 275 📚 33

模型 (Model) Order Reduction of Cerebrovascular Hemodynamics Using POD_Galerkin and Reservoir Computin...

Model Order Reduction of Cerebrovascular Hemodynamics Using POD_Galerkin and Reservoir Computing_bas...

作者
Authors: Rahul Halder|Arash Hajisharifi|Kabir Bakhshaei|Gia... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 317 📚 0