📚 文献库
Literature Library

人口 Annaling 作为Discrete-Time Schrödinger桥

Population Annealing as a Discrete-Time Schrödinger Bridge

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

👁 439 📚 33

通过双相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相相...

Shuffling the Stochastic Mirror Descent via Dual Lipschitz Continuity and Kernel Conditioning

作者
Authors: Junwen Qiu|Leilei Mei|Junyu Zhang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 322 📚 1

学习 (Learning) to Recall with Transformers Beyond Orthogonal Embeddings

Learning to Recall with Transformers Beyond Orthogonal Embeddings

作者
Authors: Nuri Mert Vural|Alberto Bietti|Mahdi Soltanolkotab... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 217 📚 48

贝叶斯 (Bayesian)-guided inverse design of hyperelastic microstructures: Application to stochastic meta...

Bayesian-guided inverse design of hyperelastic microstructures: Application to stochastic metamateri...

作者
Authors: Hooman Danesh|Henning Wessels 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 278 📚 45

When Stability Fails: Hidden Failure Modes Of LLMS in 数据 (Data)-Constrained Scientific Decision-Maki...

When Stability Fails: Hidden Failure Modes Of LLMS in Data-Constrained Scientific Decision-Making

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

👁 460 📚 36

部分标签和适应性最近邻的可学习性

Learnability with Partial Labels and Adaptive Nearest Neighbors

作者
Authors: Nicolas A. Errandonea|Santiago Mazuelas|Jose A. Lo... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 391 📚 45

Low-Complexity and Consistent Graphon 估计 (Estimation) from Multiple Networks

Low-Complexity and Consistent Graphon Estimation from Multiple Networks

作者
Authors: Roland Boniface Sogan|Tabea Rebafka 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 94 📚 39

无偏见和有偏差差异的 " 向前倒向 " 综合包容的分化方法

Unbiased and Biased Variance-Reduced Forward-Reflected-Backward Splitting Methods for Stochastic Com...

作者
Authors: Quoc Tran-Dinh|Nghia Nguyen-Trung 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 266 📚 33

Estimating Staged Event Tree 模型 (Model)s via Hierarchical Clustering on the Simplex

Estimating Staged Event Tree Models via Hierarchical Clustering on the Simplex

作者
Authors: Muhammad Shoaib|Eva Riccomagno|Manuele Leonelli|Gh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 411 📚 1

Predictive Uncertainty in Short-Term PV Forecasting under Missing 数据 (Data): A Multiple Imputation A...

Predictive Uncertainty in Short-Term PV Forecasting under Missing Data: A Multiple Imputation Approa...

作者
Authors: Parastoo Pashmchi|Jérôme Benoit|Motonobu Kanagawa 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 119 📚 4

Efficient Morphology-Control Co-Design via Stackelberg Proximal Policy 优化 (Optimization)

Efficient Morphology-Control Co-Design via Stackelberg Proximal Policy Optimization

作者
Authors: Yanning Dai|Yuhui Wang|Dylan R. Ashley|Jürgen Schm... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 266 📚 18

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

👁 239 📚 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

👁 85 📚 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

👁 234 📚 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

👁 226 📚 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

👁 214 📚 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

👁 177 📚 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

👁 396 📚 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

👁 250 📚 48