基本信息
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Bio
Research Interests:
Probabilistic Graphical Models. Fundamental representations and methods for inference and learning in large scale domains,
with an emphasis on high-level elements such as structure learning, the discovery of hidden variables and classes, transfer of knowledge between related classes/tasks.
I have recently taken a particular interest to nonlinear high-dimensional representation of continuous or hybrid distributions.
Real-life Applications. Applying fundamental techniques to challenging domains such as computational biology and machine vision.
Recently, my I have started focusing on the development of principled techniques based on probabilistic knowledge for diagnosis in the field of medical informatics.
Probabilistic Graphical Models. Fundamental representations and methods for inference and learning in large scale domains,
with an emphasis on high-level elements such as structure learning, the discovery of hidden variables and classes, transfer of knowledge between related classes/tasks.
I have recently taken a particular interest to nonlinear high-dimensional representation of continuous or hybrid distributions.
Real-life Applications. Applying fundamental techniques to challenging domains such as computational biology and machine vision.
Recently, my I have started focusing on the development of principled techniques based on probabilistic knowledge for diagnosis in the field of medical informatics.
Research Interests
Papers共 91 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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CoRR (2024)
Cited0Views0EIBibtex
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Avi Caciularu,Alon Jacovi,Eyal Ben-David, Sasha Goldshtein,Tal Schuster,Jonathan Herzig,Gal Elidan,Amir Globerson
CoRR (2024)
Cited0Views0EIBibtex
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Irina Jurenka,Markus Kunesch,Kevin R. McKee,Daniel Gillick, Shaojian Zhu, Sara Wiltberger, Shubham Milind Phal,Katherine Hermann,Daniel Kasenberg,Avishkar Bhoopchand, Ankit Anand,Miruna Pîslar, Stephanie Chan,Lisa Wang,Jennifer She,Parsa Mahmoudieh, Aliya Rysbek,Wei-Jen Ko,Andrea Huber, Brett Wiltshire,Gal Elidan, Roni Rabin,Jasmin Rubinovitz, Amit Pitaru, Mac McAllister, Julia Wilkowski, David Choi, Roee Engelberg, Lidan Hackmon, Adva Levin, Rachel Griffin, Michael Sears, Filip Bar, Mia Mesar, Mana Jabbour,Arslan Chaudhry, James Cohan,Sridhar Thiagarajan,Nir Levine, Ben Brown,Dilan Gorur, Svetlana Grant, Rachel Hashimshoni,Laura Weidinger, Jieru Hu,Dawn Chen, Kuba Dolecki,Canfer Akbulut,Maxwell Bileschi,Laura Culp, Wen-Xin Dong,Nahema Marchal, Kelsie Van Deman, Hema Bajaj Misra, Michael Duah, Moran Ambar,Avi Caciularu, Sandra Lefdal, Chris Summerfield, James An,Pierre-Alexandre Kamienny, Abhinit Mohdi, Theofilos Strinopoulous,Annie Hale, Wayne Anderson,Luis C. Cobo,Niv Efron, Muktha Ananda,Shakir Mohamed,Maureen Heymans, Zoubin Ghahramani, Yossi Matias, Ben Gomes, Lila Ibrahim
CoRR (2024)
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Roni Rabin, Alexandre Djerbetian, Roee Engelberg, Lidan Hackmon,Gal Elidan,Reut Tsarfaty,Amir Globerson
Oleg Zlydenko,Gal Elidan,Avinatan Hassidim,Doron Kukliansky,Yossi Matias,Brendan Meade, Alexandra Molchanov,Sella Nevo,Yohai Bar-Sinai
SCIENTIFIC REPORTSno. 1 (2023)
Sella Nevo,Efrat Morin,Adi Gerzi Rosenthal,Asher Metzger, Chen Barshai,Dana Weitzner, Dafi Voloshin,Frederik Kratzert,Gal Elidan,Gideon Dror, Gregory Begelman,Grey Nearing,Guy Shalev,Hila Noga,Ira Shavitt, Liora Yuklea, Moriah Royz,Niv Giladi, Nofar Peled Levi,Ofir Reich,Oren Gilon,Ronnie Maor, Shahar Timnat, Tal Shechter,Vladimir Anisimov,Yotam Gigi, Yuval Levin,Zach Moshe,Zvika Ben-Haim,Avinatan Hassidim,Yossi Matias
Sella Nevo,Efrat Morin,Adi Gerzi Rosenthal,Asher Metzger, Chen Barshai,Dana Weitzner, Dafi Voloshin,Frederik Kratzert,Gal Elidan,Gideon Dror, Gregory Begelman,Grey Nearing,Guy Shalev,Hila Noga,Ira Shavitt, Liora Yuklea, Moriah Royz,Niv Giladi, Nofar Peled Levi,Ofir Reich,Oren Gilon,Ronnie Maor, Shahar Timnat, Tal Shechter,Vladimir Anisimov,Yotam Gigi, Yuval Levin,Zach Moshe,Zvika Ben-Haim,Avinatan Hassidim,Yossi Matias
crossref(2021)
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Author Statistics
#Papers: 92
#Citation: 3699
H-Index: 26
G-Index: 60
Sociability: 5
Diversity: 2
Activity: 24
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