沙特阿卜杜拉国王科技大学2024年招聘博士后职位（贝叶斯深度学习）

阿卜杜拉国王科技大学（King Abdullah University of Science & Technology），简称KAUST，建立于2009年，坐落于沙特吉达，是一所专攻理工领域的国际化私立研究型大学。

Postdoc positions in Bayesian Deep Learning at KAUST

King Abdullah University of Science and Technology

Saudi Arabia

April 09, 2024

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King Abdullah University of Science and Technology: Postdoc Positions:

Computer, Electrical and Mathematical Science and Engineering Division (postdoc)

Location

KAUST, Thuwal

Open Date

Mar 09, 2024

Description

The Statistics division at the King Abdullah University of Science and Technology (KAUST), Saudi Arabia, has opened a new research group led by Prof Maurizio Filippone, who is seeking to appoint Postdoctoral Researchers to work on research problems at the interface between a selection of the following areas:

- Bayesian inference for deep learning - Generative modeling - Computational statistics, statistical learning, and deep learning - Applications in environmental and life sciences

Here are a few recent publications from the group, which form the basis of some of the upcoming research projects: - https: // dl.acm.org/doi/abs/10.5555/3586589.3586663 - https: // openreview.net/forum?id=KPLf9FhwEqZ - https: // projecteuclid.org/journals/bayesian- analysis/volume-17/issue-4/Deep-Gaussian-Processes-for-Calibration-of- Computer-Models-with-Discussion/10.1214/21-BA1293.full - https: // www. tandfonline.com/doi/abs/10.1080/01621459.2021.1887741 - https: // arxiv.org/abs/2303.00800 - https: // arxiv.org/abs/2305.18900

Successful candidates will be expected to conduct and present high-quality research, publish papers, and help with PhD student mentoring.

Conditions -- KAUST offers :

- Highly competitive salary, with generous benefits. - Top computational facilities (e.g., on-site supercomputer), high-end workstations, and superb resources. - Opportunities to attend local and international conferences. - A beautiful campus located on the shores of the Red Sea with excellent recreational facilities. - A diverse multicultural community (with more than 100 nationalities represented on campus).

Details :

- Start date: as soon as possible. Selection for positions will start immediately and continue until positions are filled. - Appointments are for up to three years (subject to a review after the first year).

Qualifications

- Completion or near completion of a doctoral degree in Computer Science, Statistics, Physics, Mathematics, or related disciplines - High proficiency in programming with languages such as: Python, R or C/C - A strong publication record in competitive peer-reviewed journals and conference proceedings - Excellent written and oral communication skills, and effective team-work skills - We are looking for highly self-motivated candidates who are curious and enthusiastic about scientific research, and have a proactive attitude - Experience with environmental and life science applications are desirable

Application Instructions

Please apply directly on interfolio including a short cover letter, your full CV, and names of at least two referees.