CV
Work experience
- Applied Scientist, Lablets, Amazon Research, Tuebingen, Germany, Causality Group, 01/2021 - Present
Education
- Ph.D in Causal inference, Machine learning and Neuroscience, Max Planck Institute for Intelligent Systems, 2020
- Supervisors: Dr. Dominik Janzing, Prof. Bernhard Schölkopf , Prof. Felix Wichmann
- Dissertation: Causal feature selection in neuroscience
- Field: Machine learning & Causal feature selection in Neuroscienc
- Dimploma (BSc + MSc equivalent) in Electrical and Computer Engineering, National Technical University of Athens, 2015
- GPA: 9.30/10 (10 is the highest), Excellent, ranked top 3%
- Supervisors: Prof. Konstantina S. Nikita, MD, PhD N.T.U.A., Post doc. research fellow Konstantinos Michmizos, Harvard Medical School, doctoral Associate at MIT *Master Thesis: Auditory brain activity analysis with EEG source space imaging using the Dynamic Statistical Parametric Maps method and computation of the functional connectivity at the sensor space with Phase Locking Value method
Dinstictions
- Invitation to contribute a book chapter for Causal Inference on time series
- 3rd most read paper across Amazon for 2021
- 5th most read science blog across Amazon for 2021
- Selected as “Highlighted Reviewer of ICLR 2022”
- Personal invitation by the Mathematisches Forschungsinstitut Oberwolfach for the ELLIS Workshop on Interactive Learning and Interventional Representations (Germany, 2020)
- 16th/300 order of entry at the Dept. of Electrical and Computer Engineering of National Technical University of Athens
- 14th/466 order of graduation from the Dept. of Electrical and Computer Engineering of the National Technical University of Athens (top 3%)
- Award of 1000 Euros for achieving the highest grade of access in the university (19729/20000 points) in high school, Bank of Eurobank, Athens, Greece
Talks
- Invited talk at Thematic Quarter on Causality - When Causal Inference meets Statistical Analysis, Institute Henri Poincaré, Paris, France, April 18th, 2023
- Invited keynote talk at the Workshop for Causal Dynamics, NeurIps 2023
- Invited Talk at Medical Image Processing Lab EPFL, December 2021
- Invited Talk at Copenhagen Causality Lab (CoCaLa), April 2021
Service
- Co-organizer of the Workshop in Causal Representation Learning at Neurips 2023
- Reviewer for Nature Communications
- Social Co-Chair for CLeaR 2023
- Reviewer for NeurIps 2023
- Social Co-Chair for CLeaR 2022
- Reviewer for International Conference on Learning Representations 2022
- Reviewer for Neural Information Processing Conference 2021
- Reviewer for PLOS Biology
- Reviewer for Human Brain Mapping Journal
- Invited Program Chair for IJCAI 2020
Corporate Research Experience
- 10/2019 - 03/2020: Applied Research Intern
- Supervisor: Dominik Janzing
- Amazon Research Tübingen, Germany
Academic Research Experience
1 week, 9/2019: Attendance of Machine Learning Frontiers in Precision Medicine
Organized by ETH, FHNW Muttenz, Basel, Switzerland2 weeks, 8/2018: Attendance of Machine Learning Summer School
Machine Learning Summer School, Universidad Autónoma de Madrid, Madrid, Spain3/2016 - 9/2016: Graduate Junior Researcher
Defitech Chair in Brain - Machine Interface CNBI of Interfaculty Institute of Bioengineering, Ecole Poly- technique Federal de Lausanne, Switzerland (E.P.F.L.) Advisors: Prof. José del R. Millán10/2015 - 3/2016: Graduate Internship
Max Planck Institute for Intelligent Systems, Empirical Inference Department Advisors: Prof. Moritz Grosse-Wentrup, Prof. Bernhard Schölkopf Topic: Brain-controlled rehabilitation robots6/2015 - 7/2015 Undergraduate Researcher
National Technical University of Athens (N.T.U.A.) and University of Mental Health Research Institute Advisors: Dr. Maria Christopoulou, Prof. Konstantina Nikita Summary: Co-design and conduct of an EEG psychoacoustic experiment aiming to study the impact of cell phones radiation at the auditory function
Languages
- Greek: Native
- English: Proficient (Cambridge Certificate of Proficiency in English, Michigan Certificate of Proficiency in English)
- French: Fluent (Delf B2)
- German: Basic