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Literature Library

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: - 年份
Year: 2026 分类
Category:

👁 386 📚 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: - 年份
Year: 2026 分类
Category:

👁 320 📚 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: - 年份
Year: 2026 分类
Category:

👁 152 📚 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: - 年份
Year: 2026 分类
Category:

👁 108 📚 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: - 年份
Year: 2026 分类
Category:

👁 375 📚 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: - 年份
Year: 2026 分类
Category:

👁 103 📚 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: - 年份
Year: 2026 分类
Category:

👁 78 📚 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: - 年份
Year: 2026 分类
Category:

👁 495 📚 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: - 年份
Year: 2026 分类
Category:

👁 257 📚 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: - 年份
Year: 2026 分类
Category:

👁 160 📚 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: - 年份
Year: 2026 分类
Category:

👁 321 📚 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: - 年份
Year: 2026 分类
Category:

👁 409 📚 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: - 年份
Year: 2026 分类
Category:

👁 237 📚 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: - 年份
Year: 2026 分类
Category:

👁 230 📚 32

Self-Regularized 学习 (Learning) Methods

Self-Regularized Learning Methods

作者
Authors: Max Schölpple, Liu Fanghui, Ingo Steinwart 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 143 📚 46

浅色表示选项隐含信息

Shallow Representation of Option Implied Information

作者
Authors: Jimin Lin 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 211 📚 31

Contextual Preference Distribution 学习 (Learning)

Contextual Preference Distribution Learning

作者
Authors: Benjamin Hudson, Laurent Charlin, Emma Frejinger 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 161 📚 0

Dependence Fidelity and Downstream 推断 (Inference) Stability in Generative 模型 (Model)s

Dependence Fidelity and Downstream Inference Stability in Generative Models

作者
Authors: Nazia Riasat 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 248 📚 9

Conditional Distributional Treatment Effects: Doubly Robust 估计 (Estimation) and Testing

Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing

作者
Authors: Saksham Jain, Alex Luedtke 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 252 📚 7

High-Dimensional Gaussian Mean 估计 (Estimation) under Realizable Contamination

High-Dimensional Gaussian Mean Estimation under Realizable Contamination

作者
Authors: Ilias Diakonikolas, Daniel M. Kane, Thanasis Pitta... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 415 📚 1