Idan Attias
Hello!
I'm a third-year PhD student in the Department of Computer Science at Ben-Gurion University. I have the privilege of being advised by Prof. Aryeh Kontorovich and Prof. Yishay Mansour.
Research interests
My primary research interests are the statistical and computational aspects of theoretical machine learning, as well as its intersection with related fields, such as game theory, optimization, statistics and private data analysis.
Recent news and activities
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Visiting the Archimedes Unit in Athena Research and Innovation Center (Jul 2022)
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Awarded the Kreitman Dean's List for PhD Students, 2021/2022 (top 5%)
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Visiting the Learning and Games program at Simon’s Institute (Jan-Mar 2022)
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Received the Israeli Council of Higher Education scholarship (VATAT) for outstanding PhD students in data science
Preprints
Idan Attias, Steve Hanneke
*Aryeh Kontorovich, Idan Attias
Publications
Eitan-Hai Mashiah, Idan Attias, Yishay Mansour
37th Conference on Artificial Intelligence (AAAI 2023)
Oral presentation
Idan Attias, Edith Cohen, Moshe Shechner, Uri Stemmer
14th Innovations in Theoretical Computer Science (ITCS 2023)
Idan Attias, Steve Hanneke, Yishay Mansour
36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022)
*Matan Levi, Idan Attias, Aryeh Kontorovich
Transactions on Machine Learning Research (TMLR 2022)
Idan Amir, Idan Attias, Tomer Koren, Roi Livni, Yishay Mansour
34th Annual Conference on Neural Information Processing Systems (NeurIPS 2020)
Spotlight presentation, top 3%
Idan Attias, Aryeh Kontorovich, Yishay Mansour
Journal of Machine Learning Research, Vol. 23 (JMLR 2022)
Preliminary version: 30th International Conference on Algorithmic Learning Theory (ALT 2019)
Contribution is equal unless marked by *
Service
Program Committee/Reviewer (Conferences)
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NeurIPS 2019-2022
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ICML 2019-2022
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COLT 2021-2022
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AISTATS 2021-2023
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ALT 2021
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ICLR 2022
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MFCS 2022
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AAAI 2023
Program Committee/Reviewer (Journals)
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JMLR 2022
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TMLR 2022
Teaching
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Introduction to Machine Learning, Ben-Gurion University
Teaching Assistant: Fall 23
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Computational Models, Ben-Gurion University
Teaching Assistant: Spring 20, Spring 21, Spring 22, Spring 23
[Regular languages and finite automata, Grammars and Context-Free Languages, Turing Machines and Computability, Introduction to complexity]
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Design of Algorithms, Ben-Gurion University
Teaching Assistant: Fall 21, Fall 22
[Reductions, Greedy algorithms, Dynamic programming, Shortest path, Maximum flow, Randomized algorithms, Linear programming, Approximation algorithms]
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Theory of Interactive Learning (graduate-level course), Ben-Gurion University
Grader: Spring 22
[PAC learning, VC theory, Active learning]
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Introduction to Computer Science, Ben-Gurion University
Teaching Assistant: Fall 20
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Discrete Math, Tel Aviv University
Grader: Fall 16
Contact
>>> Email = "idanattias88"+chr(64)+".".join(["gmail","com"])
Tel Aviv University — Check Point Building, Room 441, Blavatnik School of Computer Science
Ben-Gurion University — Alon Building, Room 318, Department of Computer Science