基本信息
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Bio
After completing my studies on Electrical engineering, I got interested on machine learning through my Master studies. Hence during my Ph.D. I worked on Bayesian inference and message passing algorithms, applied to some communication theory problems. Thereafter, and driven by my inherent curiosity, I decided to totally change my field of application, moving to the LCSB, a systems biomedicine lab where I applied my machine learning knowledge to many applied biology and medical problems. This way I learnt further to think creatively and use my skills and knowledge to solve all type of problems, while being able to communicate with domain experts and carry out fruitful interdisciplinary research. Since then, I consider myself a data scientist, and that is my current dedication as senior scientist at the Swiss Data Science Center, where I coordinate the application of up-to-date learning techniques to different (and always interesting) real life problems, with a big focus on natural language processing and generative design.
Research Interests
Papers共 45 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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合作者
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Luis Salamanca,Laurence Brandenberger,Lilian Gasser,Sophia Schlosser, Marta Balode, Vincent Jung,Fernando Perez‐Cruz,Frank Schweitzer
Swiss Political Science Review (2024)
CoRR (2024)
Cited0Views0EIBibtex
0
0
CoRR (2023)
CoRR (2023)
Rok Roskar,Chandrasekhar Ramakrishnan,Michele Volpi,Fernando Pérez-Cruz,Lilian Gasser,Firat Ozdemir,Patrick Paitz, Mohammad Alisafaee, Philipp Fischer, Ralf Grubenmann,Eliza Harris,Tasko Olevski,
NeurIPS (2023)
Cited0Views0EIBibtex
0
0
Towards Radical Regenerationpp.108-121, (2022)
Vera M. Balmer, Sophia V. Kuhn,Rafael Bischof,Luis Salamanca,Walter Kaufmann,Fernando Perez-Cruz,Michael A. Kraus
Automation in Construction (2022): 105411
biorxiv(2022)
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Author Statistics
#Papers: 44
#Citation: 545
H-Index: 14
G-Index: 23
Sociability: 5
Diversity: 1
Activity: 0
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