苏黎世联邦理工学院SML课题组招收全奖博士生，统计、数学或数据科学方向

2022-01-12

苏黎世联邦理工学院（ETH Zurich），由瑞士联邦政府创建于 1854 年，坐落于瑞士联邦第一大城市苏黎世，ETH 专注于工程技术、自然科学与建筑学的教育与研究，是闻名全球的世界顶尖研究型大学，被誉为 “欧陆第一名校”。

ETH 位居 2022 QS 世界大学排名全球第8位。ETH奉行着低学费和高薪资的公平教育理念，凭借其在学术界与工业界的世界级声誉，以极低的录取率和极高的淘汰率（50%）著称，诞生了世纪伟人爱因斯坦、X射线发现者伦琴、泡利不相容原理发现者泡利、现代计算机之父约翰·冯·诺伊曼、鸟巢设计师雅克·赫尔佐格、北京大学前校长周培源等杰出人物。

截至2019年11月，32位诺贝尔奖得主、2位菲尔兹奖得主、2位普里兹克奖得主和1名图灵奖得主曾经在此学习工作。

导师简介

Fanny Yang is an Assistant Professor in the Computer Science Department (D-INFK) at ETH Zurich. Previously she was a postdoctoral Scholar at Stanford University working with John Duchi and Percy Liang and a Junior Fellow at the Institute for Theoretical Studies at ETH Zurich working with Nicolai Meinshausen. Before that, she was a PhD student at the EECS department of UC Berkeley advised by Martin Wainwright.She is generally interested in theoretically understanding and developing tools in machine learning and statistics that work well. Currently she is particularly curious about gaining theoretical understanding for the generalization properties of overparameterized models for high-dimensional data (motivated by neural networks) as well as a plethora of questions related to obtaining more trustworthy ML models, specifically distributional robustness, domain generalization and interpretability.

导师主页：http://www.fanny-yang.de/

招生信息

The position will be within the Statistical Machine Learning research group in the Department of Computer Science at the ETH Zurich, led by Prof. Fanny Yang.

Thematically, possible topics may be in the intersection of high-dimensional and non-parametric statistics, theory for overparameterized models, frequentist inference, and theory for domain generalization and distribution shifts.

Important is a combined passion for solving relevant data science problems in practice with the curiosity to gain a deep theoretical understanding of modern phenomena in data science.

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申请要求

申请人需要拥有统计、数学或数据科学硕士学位，但也接受电气工程、计算机科学或其他数学相关专业的申请;
拥有机器学习领域的研究经验(至少一个机器学习理论课题);
具备Python或其他软件工程技能;
英文流利;
能够高度自我激励，有兴趣解决挑战性的研究问题。拥有组织能力、开放思维及科研领导力。

福利待遇

1. An interesting, varied and challenging position within a young, international, and interdisciplinary team located at the main campus of ETH Zurich.
2. The position is paid at the highest rate Salary level 5 and is guaranteed for a duration of 4 years.

申请方式

To apply, please upload a complete application package (note that applications without at least two references will not be considered) to:https://www.lehrbetrieb.ethz.ch/BewDokFrontend/login.view?lang=en

And send an email with a CV and transcripts to Prof. Fanny Yang (fan.yang@inf.ethz.ch).

博士一站式申请服务，可添加微信：zsqkefu

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