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Literature Library

Interpretable Human-Label-Free Deep 学习 (Learning) for Real-Bogus 分类 (Classification) with Uncertaint...

Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantifi...

作者
Authors: Raphaël Bonnet-Guerrini | Bruno Sanchez | Dominiqu... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 191 📚 10

Cross-Audit Projection for 模型 (Model) Risk 预测 (Prediction)

Cross-Audit Projection for Model Risk Prediction

作者
Authors: Yijian Huang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 207 📚 27

The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-Dependent Geometry

作者
Authors: Yuan Yuan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 70 📚 14

Language-Critique Imitation 学习 (Learning) from Suboptimal Demonstrations

Language-Critique Imitation Learning from Suboptimal Demonstrations

作者
Authors: Chih-Han Yang | Dai-Jie Wu | Yun-Ping Huang | Ping... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 154 📚 26

Random Reshuffling Dominates Stochastic Gradient Descent

作者
Authors: Zijian Liu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 107 📚 22

Freeform Preference 学习 (Learning) for Robotic Manipulation

Freeform Preference Learning for Robotic Manipulation

作者
Authors: Marcel Torne | Anubha Mahajan | Abhijnya Bhat | Ch... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 186 📚 10

Pessimism's Paradox: Conservative Offline Training Amplifies Reward Hacking During Online Adaptation...

Pessimism's Paradox: Conservative Offline Training Amplifies Reward Hacking During Online Adaptation...

作者
Authors: Subramanyam Sahoo | Aman Chadha | Vinija Jain | Di... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 172 📚 3

How Width and 数据 (Data) Shape Generalization Scaling Laws in Quadratic 神经网络 (Neural Network)s

How Width and Data Shape Generalization Scaling Laws in Quadratic Neural Networks

作者
Authors: Julius Girardin | Emanuele Troiani | Yizhou Xu | V... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 30 📚 8

Surprises in Proper Positive-Only 学习 (Learning)

Surprises in Proper Positive-Only Learning

作者
Authors: Shai Ben-David | Farnam Mansouri | Anay Mehrotra |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 96 📚 23

All you need is log

作者
Authors: Akshay Balsubramani 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 127 📚 17

When are likely answers right? On Sequence Probability and Correctness in LLMs

作者
Authors: Johannes Zenn | Jonas Geiping 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 54 📚 1

Reinforcement 学习 (Learning) without Ground-Truth Solutions can Improve LLMs

Reinforcement Learning without Ground-Truth Solutions can Improve LLMs

作者
Authors: Yingyu Lin | Qiyue Gao | Nikki Lijing Kuang | Xunp... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 102 📚 28

Deviance-style normalization for jointly overdispersed counts

作者
Authors: Akshay Balsubramani 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 76 📚 1

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity

作者
Authors: Andrei Liviu Nicolicioiu | Mohammad Pezeshki | Aar... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 72 📚 16

Real vs. Complex Spectral Bases for Neural Operators: The Role of Green's Function Alignment

作者
Authors: Jason Sulskis | Sathya Ravi 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 97 📚 7

学习 (Learning) Process Rewards via Success Visitation Matching for Efficient RL

Learning Process Rewards via Success Visitation Matching for Efficient RL

作者
Authors: Raymond Tsao | Andrew Wagenmaker | Sergey Levine 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 207 📚 1

Action-BED: Task-Driven 贝叶斯 (Bayesian) Experimental Design with Singly Intractable Objectives

Action-BED: Task-Driven Bayesian Experimental Design with Singly Intractable Objectives

作者
Authors: Tom Rossa | Angus Phillips | Tom Rainforth 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 182 📚 7

CoorDex: Coordinating Body and Hand Priors for Continuous Dexterous Humanoid Loco-Manipulation

作者
Authors: Sikai Li | Shuning Li | Zhenyu Wei | Yunchao Yao |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 173 📚 24

Leveraging tails for adaptation

作者
Authors: Sergios Agapiou | Ismaël Castillo | Paul Egels 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 41 📚 9

Optimal Deterministic Multicalibration and Omniprediction

作者
Authors: Georgy Noarov | Aaron Roth 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 113 📚 10