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Literature Library

图2TS:结构控制时间序列通过量子-格子 VAEs生成

Graph2TS: Structure-Controlled Time Series Generation via Quantile-Graph VAEs

作者
Authors: Shaoshuai Du|Joze M. Rozanec|Andy Pimentel|Ana-Luc... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 67 📚 12

图 - 成形的反面模型:内向差异的不真实性

Graph-Informed Adversarial Modeling: Infimal Subadditivity of Interpolative Divergences

作者
Authors: Panagiota Birmpa|Eric Joseph Hall 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 246 📚 7

协会神经网络的多对一Hopfield模型

A Federated Many-to-One Hopfield model for associative Neural Networks

作者
Authors: Andrea Alessandrelli|Fabrizio Durante|Andrea Ladia... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 264 📚 28

时间序列预测的深度自定义模型:进展和前景

Deep Autocorrelation Modeling for Time-Series Forecasting: Progress and Prospects

作者
Authors: Hao Wang|Licheng Pan|Qingsong Wen|Jialin Yu|Zhicha... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 35 📚 19

最小化 通用 交叉输入

Minimax Generalized Cross-Entropy

作者
Authors: Kartheek Bondugula|Santiago Mazuelas|Aritz Pérez|A... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 91 📚 6

可解释的集群分析:包装方法

Explainable cluster analysis: a bagging approach

作者
Authors: Federico Maria Quetti|Elena Ballante|Silvia Figini... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 180 📚 47

双时尺度学习动态:神经网络培训的人口观点

Two-Time-Scale Learning Dynamics: A Population View of Neural Network Training

作者
Authors: Giacomo Borghi|Hyesung Im|Lorenzo Pareschi 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 512 📚 27

预测性差异

Uncertainty Quantification Via the Posterior Predictive Variance

作者
Authors: Sanjay Chaudhuri|Dean Dustin|Bertrand Clarke 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 159 📚 22

在相变移下安全分布

Safe Distributionally Robust Feature Selection under Covariate Shift

作者
Authors: Hiroyuki Hanada|Satoshi Akahane|Noriaki Hashimoto|... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 294 📚 28

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

👁 437 📚 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

👁 319 📚 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

👁 275 📚 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

👁 459 📚 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

👁 390 📚 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

👁 93 📚 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

👁 263 📚 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

👁 410 📚 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

👁 118 📚 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