Machine Learning Networking Event Paul Sherrer Institut 15th - - PowerPoint PPT Presentation

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Nov 23, 2022 368 likes •425 views

Machine Learning Networking Event Paul Sherrer Institut 15th January 2018 Johannes Kirschner Learning and Adaptive Systems Group, ETH Zurich Learning and Adaptive Systems Group, ETH Zurich Johannes Kirschner | 15 January 2018 | 1 Learning

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15 January 2018 Johannes Kirschner 1 | | Learning and Adaptive Systems Group, ETH Zurich

Johannes Kirschner Learning and Adaptive Systems Group, ETH Zurich

Machine Learning Networking Event

Paul Sherrer Institut 15th January 2018

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15 January 2018 Johannes Kirschner 2 | | Learning and Adaptive Systems Group, ETH Zurich

Learning and Adaptive Systems Group at ETH

with Prof. Andreas Krause

Decision Making under Uncertainty

Bayesian Methods
Reinforcement Learning
Saftey Constraints
Theoretical Guarantees
Submodularity
Fairness & Incetives

web: las.inf.ethz.ch

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15 January 2018 Johannes Kirschner 3 | | Learning and Adaptive Systems Group, ETH Zurich

About me

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Master in Mathematics at ETH

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PhD Student since August 2017 Topic: Theory and Algorithms for Exploration-Exploitation

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e.g. optimize unknown function through noisy evaluations

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15 January 2018 Johannes Kirschner 4 | | Learning and Adaptive Systems Group, ETH Zurich

Contact Information

ETH Zurich Institute for Machine Learning Learning & Adaptive Systems Universitaetstrasse 6 8092 Zurich, Switzerland Johannes Kirschner jkirschner@inf.ethz.ch