📚 文献库
Literature Library

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

👁 220 📚 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

👁 183 📚 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

👁 409 📚 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

👁 256 📚 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

👁 494 📚 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

👁 434 📚 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

👁 371 📚 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

👁 141 📚 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

👁 419 📚 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

👁 228 📚 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

👁 207 📚 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

👁 450 📚 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

👁 268 📚 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

👁 294 📚 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

👁 324 📚 0

Seasoning Generative 模型 (Model)s for a Generalization Aftertaste

Seasoning Generative Models for a Generalization Aftertaste

作者
Authors: Hisham Husain|Valentin De Bortoli|Richard Nock 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 216 📚 40

Signals of Success and Struggle: Early 预测 (Prediction) and Physiological Signatures of Human Perform...

Signals of Success and Struggle: Early Prediction and Physiological Signatures of Human Performance ...

作者
Authors: Yufei Cao|Penny Sweetser|Ziyu Chen|Xuanying Zhu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 670 📚 16

LLM 训练后管道的自动配置

Automatic Configuration of LLM Post-Training Pipelines

作者
Authors: Channe Chwa|Xinle Wu|Yao Lu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 436 📚 3

Enhancing the Parameterization of Reservoir Properties for 数据 (Data) Assimilation Using Deep VAE-GAN

Enhancing the Parameterization of Reservoir Properties for Data Assimilation Using Deep VAE-GAN

作者
Authors: Marcio Augusto Sampaio|Paulo Henrique Ranazzi|Mart... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 127 📚 11

是否需要复杂的损失功能来教LLMs讲道理?

Are complicated loss functions necessary for teaching LLMs to reason?

作者
Authors: Gabriele Carrino|Andrea Sassella|Nicolo Brunello|F... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 162 📚 36