I will happily join Mayo Clinic as an AI Research Scientist Intern at the Department of Artificial Intelligence and Informatics this summer. This project is about studying the cause and effect behind different cancer patients categories with the help of neural networks. I am honored to join the Top-ranked Hospital in the Nation, which is a professional environment to be in and learn. I'm a second year CS PhD student at Illinois Institute of Technology (IIT). I am fortunate to be advised by Dr. Binghui Wang, as a research assistant at IIT, working on research projects dealing with Neural network explanation and causal inference. Previously, I worked as an AI product engineer at RegTech Startup-studio in Tehran. Before this, I also spent some fantastic time at Mobarakeh Steel Company, on the problem of real-time fault detection for Steel cold rolling engine bearings by deep learning methods. Right now, I am on the editorial board of American Journal of Lifestyle Medicine, and a peer-reviewer of The Journal of Primary Prevention, JAMA Network Open, and Journal of General Internal Medicine. Email Google Scholar Researchgate Github Linkedin CV I am glad to be surrounded by excellent collaborators and mentors who helped me push beyond my boundaries. This blog is for sharing and gaining knowledge. I will post about my projects, interests, and what I do. |
I am broadly interested in redefining causality (The knowledge of cause and effect) to artificial intelligence as a backbone for theoretical computer science. I am also applying my new algorithms and frameworks on real-world datasets to explore the information within images, graphs, social networks, and protein chains. More technically, I am now working on causal representation learning for language models. |
|
Arman Behnam, Roohollah Jahanmahin, Modeling Earth Systems and Environment; Jan 30 2021 paper / code
|
|
Arman Behnam, Payam Mahmoudi, 17th Iranian International Industrial Engineering Conference; Feb 27, 2021 paper / code
|
|
Mina Samieinasab, S. Ahmad Torabzadeh, Arman Behnam, Amir Aghsami Healthcare Analytics; Nov 27, 2021 paper / code
|
|
|
IoT Enabled Multi-Energy Systems; From Isolated Energy Grids to Modern Interconnected Networks 2023, Pages 69-86
|
|
IoT Enabled Multi-Energy Systems; From Isolated Energy Grids to Modern Interconnected Networks 2023, Pages 87-109
|
I'm enjoying the summer semester, by doing my new research project to make it ready to submit to CVPR 2024.
Causality, by Judea Pearl, 2009
The Book of Why (The New Science of Cause and Effect), by Judea Pearl, Dana Mackenzie, 2018
Introduction to Cybersecurity Tools & Cyber Attacks, by IBM
Introduction to Machine Learning in Production, by DeepLearning.AI
Only Gym