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纽约州立大学阿尔巴尼分校,招收CS PhD。

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纽约州立大学阿尔巴尼分校,招收CS PhD,推荐系统 教育系统 方向。

Ph.D. positions at Personalized AI (PersAI) Lab, University at Albany-SUNY, Computer Science Department for Spring’23 and Fall

** Research Topic: Machine learning for human-centered applications, including reinforcement learning, deep learning, and sequence modeling in recommender systems and learning analytics.

** Apply now: https://www.albany.edu/computer-science/programs/phd-computer-science (make sure to mention Dr. Sahebi in your research statement)

** Deadline: October 1st, 2022 (Spring) and January 15th, 2022 (Fall)

** Learn more: http://www.cs.albany.edu/~sherry/opportunities.php , https://persai-lab.github.io/

More information:

Dr. Sherry Sahebi is looking for motivated students who have a strong interest in data science and machine learning for human-centered applications, including reinforcement learning, deep learning, and sequence modeling in recommender systems and learning analytics. Funding support in the form of research or teaching assistance is available. Admitted students will be enrolled in the doctoral program in the Department of Computer Science at the University at Albany - SUNY, and will work with Dr. Sahebi and her students in PersAI Lab: https://persai-lab.github.io/

Preferable Background and Admission Requirements:

The selected candidates should demonstrate strong interests and relevant training/skills including:

* Completed B.S./M.S. degree(s) in one of the related disciplines: Computer Science/Engineering, Mathematics, Applied Statistics, Control Electrical Engineering, Information Technology.

* Mathematics/statistics background, familiar with stochastic processes, linear algebra, or optimization

* Previous coursework and/or practical experience in machine learning, data mining, deep learning, or reinforcement learning

* Experience with machine learning frameworks (TensorFlow, PyTorch, MXNet) or computational environments (R, Matlab); programming skills in scripting languages (Python, Perl, Javascript, etc.) and/or in major languages (Java, C, C++);

* Good writing and spoken English skills

Please email Prof. Sahebi at ssahebi@albany.edu with your CV and all (unofficial) transcripts if you are interested in this position.

Mentor & Lab Introduction:

Dr. Sahebi has received her PhD and Master's in Intelligent Systems from the University of Pittsburgh, her Master's in Computer Engineering from the University of Tehran, and Bachelor's in Computer Science/Engineering from the Sharif University of Technology. Her research focuses on machine learning and data mining for human-centered applications such as educational, recommendation, and mental health systems. Dr. Sahebi works on developing personalized models and algorithms that can deal with application-specific challenges, such as temporality, uncertainty, and sparsity. Her research has been awarded three grants from the US National Science Foundation, including prestigious CAREER and CRII awards. The outcome of her research has been featured in more than thirty peer-reviewed publications in major venues such as The ACM Web conference, ACM RecSys, AAAI, EDM, and AIED.

PersAI lab currently includes two PhD students who work on cross-domain user modeling and sequential recommendations under partially observable environments. The lab has graduated two PhD students (on topics of high-capacity and interpretable temporal point process models and discriminative factorization models for student behavioral pattern detection) and hosted a post-doc scholar and many master’s and bachelor’s students.

The lab atmosphere is friendly and collaborative, and the students work together and mentor each other frequently. Dr. Sahebi encourages the students to develop their hobbies and interests, and to take time for and be mindful of their physical and emotional health.

For more information, please check http://www.cs.albany.edu/~sherry and https://persai-lab.github.io/

SUNY-Albany School Information:

University at Albany-SUNY is categorized as an R1 (or Very high research activity) research institute in the US. It is part of the SUNY (State University of New York) university system and is located in Albany, NY, the capital of New York state. SUNY-Albany has a beautiful, large campus and enrolls 17,944 students in nine different schools and colleges. It offers many cultural benefits, such as a contemporary art museum and the New York State Writers Institute.

Albany has a central location and is within 3 hours’ driving distance of New York City, Boston, Jersey City, and Montreal. The area also offers many more cultural sites and activities, such as The Egg theaters and the Times Union Center with year-round shows and concerts, New York State Museum, and Proctors Theatre in Schenectady with world-famous Broadway shows.

The area is also perfect for outdoor activities, such as hiking in the John Boyd Thacher State Park, water sports in Saratoga and Lake George, and skiing in Prospect mountains

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