📚 文献库
Literature Library

线性混合下的多域因子实验湾

Multi-Domain Causal Empirical Bayes Under Linear Mixing

作者
Authors: Bohan Wu, Julius von Kügelgen, David M. Blei 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 583 📚 38

Computational and 统计 (Statistical) Hardness of Calibration Distance

Computational and Statistical Hardness of Calibration Distance

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

👁 117 📚 14

学习 (Learning) to Reason with Curriculum I: Provable Benefits of Autocurriculum

Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum

作者
Authors: Nived Rajaraman, Audrey Huang, Miro Dudik, Robert ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 362 📚 17

Computation-Utility-Privacy Tradeoffs in 贝叶斯 (Bayesian) 估计 (Estimation)

Computation-Utility-Privacy Tradeoffs in Bayesian Estimation

作者
Authors: Sitan Chen, Jingqiu Ding, Mahbod Majid, Walter McK... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 352 📚 10

A Hybrid Conditional Diffusion-DeepONet Framework for High-Fidelity Stress 预测 (Prediction) in Hypere...

A Hybrid Conditional Diffusion-DeepONet Framework for High-Fidelity Stress Prediction in Hyperelasti...

作者
Authors: Purna Vindhya Kota, Meer Mehran Rashid, Somdatta G... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 491 📚 10

Starting Off on the Wrong Foot: Pitfalls in 数据 (Data) Preparation

Starting Off on the Wrong Foot: Pitfalls in Data Preparation

作者
Authors: Jiayi Guo, Panyi Dong, Zhiyu Quan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 395 📚 41

所有形状和大小的ResNet:大规模限制中培训动态的聚合

ResNets of All Shapes and Sizes: Convergence of Training Dynamics in the Large-scale Limit

作者
Authors: Louis-Pierre Chaintron, Lénaïc Chizat, Javier Maas... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 325 📚 48

人类语言之间的定量距离

Pretrained Multilingual Transformers Reveal Quantitative Distance Between Human Languages

作者
Authors: Yue Zhao, Jiatao Gu, Paloma Jeretič, Weijie Su 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 179 📚 49

A Noise Sensitivity Exponent Controls Large 统计 (Statistical)-to-Computational Gaps in Single- and Mu...

A Noise Sensitivity Exponent Controls Large Statistical-to-Computational Gaps in Single- and Multi-I...

作者
Authors: Leonardo Defilippis, Florent Krzakala, Bruno Loure... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 115 📚 1

BonderAD:时间序列异常检测的边界-意识负生成

BoundAD: Boundary-Aware Negative Generation for Time Series Anomaly Detection

作者
Authors: Xiancheng Wang, Lin Wang, Zhibo Zhang, Rui Wang, M... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 380 📚 13

Machine 学习 (Learning) for Network Attacks 分类 (Classification) and 统计 (Statistical) Evaluation of Mac...

Machine Learning for Network Attacks Classification and Statistical Evaluation of Machine Learning f...

作者
Authors: Iakovos-Christos Zarkadis, Christos Douligeris 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 109 📚 30

Murmurations, Mestre--Nagao sums, and Convolutional 神经网络 (Neural Network)s for elliptic curves

Murmurations, Mestre--Nagao sums, and Convolutional Neural Networks for elliptic curves

作者
Authors: Joanna Bieri, Edgar Costa, Alyson Deines, Kyu-Hwan... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 83 📚 35

rSDNet: Unified Robust Neural 学习 (Learning) against Label Noise and Adversarial Attacks

rSDNet: Unified Robust Neural Learning against Label Noise and Adversarial Attacks

作者
Authors: Suryasis Jana, Abhik Ghosh 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 501 📚 45

Identifying Latent Actions and Dynamics from Offline 数据 (Data) via Demonstrator Diversity

Identifying Latent Actions and Dynamics from Offline Data via Demonstrator Diversity

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

👁 263 📚 26

高斯进程限制图像变换器的结构惠益

Gaussian Process Limit Reveals Structural Benefits of Graph Transformers

作者
Authors: Nil Ayday, Lingchu Yang, Debarghya Ghoshdastidar 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 165 📚 43

复杂勘测设计下最相邻的近邻回归器的一致性

Consistency of the $k$-Nearest Neighbor Regressor under Complex Survey Designs

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

👁 326 📚 44

Riemannian Manifolds上的镜像设定

Mirror Descent on Riemannian Manifolds

作者
Authors: Jiaxin Jiang, Lei Shi, Jiyuan Tan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 416 📚 5

经验经济学可审计的AI代理循环:预测组合中的案例研究

An Auditable AI Agent Loop for Empirical Economics: A Case Study in Forecast Combination

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

👁 245 📚 14

审计审计员:社区调解是否正确?

Auditing the Auditors: Does Community-based Moderation Get It Right?

作者
Authors: Yeganeh Alimohammadi, Karissa Huang, Christian Bor... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 234 📚 32

Self-Regularized 学习 (Learning) Methods

Self-Regularized Learning Methods

作者
Authors: Max Schölpple, Liu Fanghui, Ingo Steinwart 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 150 📚 46