전체 전문분석자료

전문분석자료

Academic · 약 1분

A Model of Understanding in Deep Learning Systems

arXiv:2604.04171v1 Announce Type: new Abstract: I propose a model of systematic understanding, suitable for machine learning systems. On this account, an agent understands a property …

David Peter Wallis Freeborn
조회수 50회
Academic · 약 1분

Online learning of smooth functions on $\mathbb{R}$

arXiv:2604.03525v1 Announce Type: new Abstract: We study adversarial online learning of real-valued functions on $\mathbb{R}$. In each round the learner is queried at $x_t\in\mathbb{R}$, predicts …

Jesse Geneson, Kuldeep Singh, Alexander Wang
조회수 31회
Academic · 약 1분

ActionNex: A Virtual Outage Manager for Cloud

arXiv:2604.03512v1 Announce Type: new Abstract: Outage management in large-scale cloud operations remains heavily manual, requiring rapid triage, cross-team coordination, and experience-driven decisions under partial observability. …

Zhenfeng Lin, Haoji Hu, Ming Hao, Xuchao Zhang, Ryan Zhang, Junhao Li, Ze Li, Oleg Kulygin, Chetan Bansal, Hatay Tuna, Murali Chintalapati, Sheila Jiang, Salman Zafar, Angie Anderson
조회수 24회
Academic · 약 1분

RUQuant: Towards Refining Uniform Quantization for Large Language Models

arXiv:2604.04013v1 Announce Type: new Abstract: The increasing size and complexity of large language models (LLMs) have raised significant challenges in deployment efficiency, particularly under resource …

Han Liu, Haotian Gao, Changya Li, Feng Zhang, Xiaotong Zhang, Wei Wang, Hong Yu
조회수 32회