CV
General Information
Name | Melih Kandemir |
Address | Campusvej 55, 5230, Odense, Denmark |
Office | Ø13-511b-2 |
Experience
- 2021 - Present
Associate Professor
University of Southern Denmark, Department of Mathematics and Computer Science (IMADA)
- 2019 - 2021
Research Group Leader
Bosch Center for Artificial Intelligence
- 2018 - 2019
Research Scientist
Bosch Center for Artificial Intelligence
- 2017 - 2018
Assistant Professor of Machine Learning
Ozyegin University, Department of Computer Science
- 2013 - 2016
Postdoctoral Researcher
Heidelberg University, Heidelberg Collaboratory for Image Processing
Education
- 2013
PhD in Computer Science
Aalto University, Espoo, Finland
- 2008
MSc in Computer Science
Bilkent University, Ankara, Turkiye
- 2005
BSc in Computer Science
Hacettepe University, Ankara, Turkiye
Teaching experience as main lecturer
-
Reinforcement Learning
- SDU (since Fall 2021)
- Ozyegin University (Fall 2017),
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Machine Learning
- SDU (Fall 2023)
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Data Mining and Machine Learning
- SDU (Spring 2022, Spring 2023)
-
Causal Inference
- Istanbul Technical University (Fall 2020)
-
Modern Bayesian Inference for Machine Learning
- Heidelberg University (Fall 2019)
-
Statistical Machine Learning
- Ozyegin University (Spring 2017, Spring 2018)
-
Introduction to Programming
- Ozyegin University (Spring 2017)
-
Computer Graphics
- Ozyegin University (Spring 2017)
-
Gaussian Processes
- Heidelberg University (Spring 2016)
-
Bayesian Inference
- Heidelberg University (Spring 2015)
Invited talks
- ELLIS PhD and Postdoc Summit, ELLIS Society, 13th July 2021
- Follow Up Session Self-aware AI, German Physical Society, 26th Feb 2021
- Self-aware AI: How can a neural network learn to say „I do not know“?, German Physical Society, 23rd Nov 2021
- Towards self-aware AI (in Turkish), Turkish AI Hub, 6th Aug 2020
- Modern Bayesian Inference for Machine Learning, 43rd Heidelberg Physics Graduate Days, Oct 2019
Academic Service
-
Senior Program Committee:
- ECAI
-
Program Committee:
- NeurIPS, ICML, AISTATS, ICLR, CVPR, ECCV, MICCAI, BMVC, ICRA
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Reviewer:
- IEEE PAMI, IEEE TNNLS, JMLR, TMLR, IEEE Cybernetics, Nature Scientific Reports, Medical Image Analysis, Neural Networks, Neurocomputing