Javad Parsa
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Javad Parsa |
About me
I am currently a postdoctoral researcher in the Data Analytics Lab at ETH Zürich, under the supervision of Prof. Thomas Hofmann. My research focuses on theoretical machine learning.
I received my PhD in October 2024 from the Division of Decision and Control Systems at KTH, under the supervision of Prof. Håkan Hjalmarsson, where I worked on sparse system identification.
Previously, I completed my M.Sc. in Communication and Signal Processing at the Department of Electrical Engineering, Sharif University of Technology, in 2019. My master thesis was supervised by Prof. Massoud Babaie-Zadeh.
My research interests include machine learning, optimization, and system identification.
News
- December 13th, 2023: I presented the paper "Coherence-Based Input Design for Nonlinear Systems" at the 62nd IEEE Conference on Decision and Control (CDC) in Marina Bay Sands, Singapore, 2023.
- September 28th, 2023: I successfully defended my Licentiate thesis, titled "Estimation and Optimal Input Design in Sparse Models", which can be found here.
- September 24-27th, 2023: I presented a poster at the 31st ERNSI Workshop in System Identification in Stockholm, Sweden.
- June 21st, 2023: The paper "Coherence-Based Input Design for Nonlinear Systems" by myself, Cristian Rojas, and Håkan Hjalmarsson, was accepted for publication at IEEE Control Systems Letters (L-CSS), 2023.
- December 27th, 2022: The paper "Transformation of Regressors for Low Coherent Sparse System Identification" by myself, Cristian Rojas, and Håkan Hjalmarsson, was accepted for publication at IEEE Transactions on Automatic Control, 2023.
- December 8th, 2022: I presented the paper "Application-Oriented Input Design With Low Coherence Constraint" at the 61st IEEE Conference on Decision and Control (CDC) in Cancún, Mexico, 2022.
- October 10-11th, 2022: I presented a poster at both King's College London and Oxford University as part of WASP study trip to the UK.
- September 18-21st, 2022: I presented a poster at the 30th ERNSI Workshop in System Identification in Leuven, Belgium.
- July 14th, 2022: I presented the paper "Optimal Input Design for Sparse System Identification" at the 2022 European Control Conference (ECC) in London, UK.
- June 27th, 2022: The paper "Application-Oriented Input Design With Low Coherence Constraint" by myself, Cristian Rojas, and Håkan Hjalmarsson, was accepted for publication at IEEE Control Systems Letters (L-CSS), 2022.
- December 16th, 2021: I presented the paper (via Zoom) "Optimal Input Design Through Infinity Norm Minimization Using Proximal Mapping" at the 60th IEEE Conference on Decision and Control (CDC) in Austin, Texas, USA.
- December 17th, 2020: I presented the paper (via Zoom) "On Reducing the Coherence in Sparse System Identification" at the 59th IEEE Conference on Decision and Control (CDC) in Jeju Island, Republic of Korea.
- September 26th, 2019 : I started my Ph.D. studies in the Division of Decision and Control Systems, KTH, under the supervision of Prof. Håkan Hjalmarsson and Prof. Cristian Rojas.