I am a Ph.D. student at the department of mathematics and computer science of the University of Basel. I received my Ms.c. and Bs.c. respectively from Sharif University of Technology and University of Tehran at Electrical Engineering, Communication Systems. Currently, I am working under the supervision of Prof. Ivan Dokmanic at the Signal and Data group (SADA).

Address: Spiegelgasse 1, 4051 Basel, Switzerland.

Email: amir.kh@unibas.ch, a.e.kh.1374@gmail.com

Phone number: +41764925677

Google Scholar

 

Research interests

Deep Learning

Generative Modeling for Solving Inverse Problems

Bayesian Inference

Publications

2022

Conditional Injective Flows for Bayesian Imaging
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ArXiv, 2022
@article{ctrumpets,
  title={Conditional Injective Flows for Bayesian Imaging},
  author={AmirEhsan Khorashadizadeh and Konik Kothari and Leonardo Salsi and Ali Aghababaei Harandi and Maarten de Hoop and Ivan Dokmani\'c},
  journal={ArXiv},
  year={2022},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  volume={abs/2204.07664},
  eprint={2204.07664},
  archivePrefix={arXiv}
}

2021

Trumpets: Injective flows for inference and inverse problems
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Uncertainty in Artificial Intelligence, 2021
@inproceedings{kothari2021trumpets,
  title={Trumpets: Injective flows for inference and inverse problems},
  projectpage = {http://sada.dmi.unibas.ch/en/research/injective-flows},
  author={Kothari, Konik and Khorashadizadeh, AmirEhsan and de Hoop, Maarten and Dokmani{\'c}, Ivan},
  booktitle={Uncertainty in Artificial Intelligence},
  pages={1269--1278},
  year={2021},
  organization={PMLR}
}

2020

A novel pruning approach for bagging ensemble regression based on sparse representation
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ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
@inproceedings{khorashadi2020novel,
  title={A novel pruning approach for bagging ensemble regression based on sparse representation},
  author={Khorashadi-Zadeh, Amir Ehsan and Babaie-Zadeh, Massoud and Jutten, Christian},
  booktitle={ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={4032--4036},
  year={2020},
  organization={IEEE}
}