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 David Peer

David Peer

PhD Student

I'm a Ph.D. student in the Intelligent and Interactive System group at the Universität Innsbruck (Austria) under the supervision of Antonio Rodriguez-Sanchez and I'm working at DeepOpinion as a machine learning researcher. I obtained the degree of M.Sc and B.Sc in Computer Science at the Universität Innsbruck (Austria) and study currently the gap between expressivity and learnability of neural networks. At DeepOpinion I study how we can transform this knowledge into novel AutoML or Neural Architecture Search (NAS) algorithms for Natural language processing (NLP) models to outperform current SOTA methods.

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Office: 2M01
Email: david[0x2E]peer[0x40]outlook[0x2E]com


Areas of Interest


  • Understanding the gap between expressivity and learnability of neural networks (1, 2, 3, 4, 5, 6)
  • Topics: Learning Theory, Deep Learning, Machine Learning, Natural language processing
  • Hobbies: Climbing, hiking, trumpet etc.

Positions


01.2020 - Today | Machine Learning Researcher at DeepOpinion
09.2019 - 12.2020 | Researcher at University of Innsbruck (IIS group)
02.2019 - 09.2019 | Researcher at University of Innsbruck (DPS group)
04.2012 - 08.2018 | Software Developer at World-Direct eBusiness Solutions
06.2010 - 04.2012 | Embedded Software Developer at Heliotherm

Education


2019 - Today | PhD Computer Science, University of Innsbruck
2017 - 2019 | MSc Computer Science, University of Innsbruck
2014 - 2017 | BSc Computer Science, University of Innsbruck
2005 - 2010 | HTL Elektronik, Innsbruck

Certifications


  • Microsoft Certified Solutions Developer - App Builder
  • Microsoft Certified Solutions Developer - Web Applications
  • OMG Certified UML Professional

Publications

people/david.txt · Last modified: 2021/03/13 12:59 by David Peer