professor of foundations of machine learning systems@ Eberhard Karls Universität Tübingen
Canberra, Act, Australia
Robert (Bob) Williamson
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澳大利亚昆士兰大学
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FlashIntel GPTRobert (Bob) Williamson is a highly experienced professional with 33.7 years of work experience in machine learning, pattern recognition, data mining, computer science, and statistics. He is currently working on building better foundations for machine learning systems and is interested in the socio-technical systems perspective applied to machine learning systems. Robert is particularly interested in new approaches to fairness in ML systems, privacy, relationships between information and risk, and calculi of uncertainty beyond standard probability theory. He has held various positions in renowned organizations such as Eberhard Karls Universitat Tubingen, CSIRO's Data61, NICTA, and Universitat.
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About
I am working on building better foundations for machine learning systems. This involves mathematical research into the atoms of machine learning problems, including new ways of theorizing data. I am also interested in the socio-technical systems perspective applied to machine learning systems. Specifically, I am looking at new approaches to fairness in ML systems, generalised notions of privacy, relationships between information and risk, and calculi of uncertainty that go beyond the standard probability theory.
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professor of foundations of machine learning systems
Professor
Robert (Bob) Williamson's Professional Milestones
- Professor (1990-01-01~2020-01-01): Inspiring students to pursue their passion for literature and develop a passion for literature.
- Chief Scientist (2015-09-01~2017-09-01): Driving groundbreaking discoveries and innovations in the field, revolutionizing the field of science.
Education
Engineering
Skill
Machine Learning
Pattern Recognition
Data Mining
Computer Science
Statistics
Mathematical Modeling
Research
Science
Signal Processing
Matlab
Algorithms
Latex
Artificial Intelligence
Lecturing
Natural Language Processing
Applied Mathematics
Distributed Systems
Text Mining
Numerical Analysis
Image Processing
Certification
Colleagues
Karen Riechert
director of foreign language center at university of tübingen germany
Julian Thomas
founder and head of certificate program careers for global professionals representative at german academic exchange service
Kerstin McGaughey
resident director at the university of tübingen
Julian Thomas
Founder | Head Of Certificate Program Careers | Global Professionals Representative
Thomas Walter
cio bei eberhard karls universität tübingen
Other Named Robert (Bob) Williamson
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