Biography
I am an Associate Professor of Computer Science at the San Diego State University and Founder of M2OWL.ai. Prior to SDSU I was an Assistant Professor of Computer Science in the School of Computing and Information Science (SCIS) at the University of Maine. Prior to UMaine.
I was a postdoctoral research fellow in the Electrical Engineering and Computer Science Department at the University of Michigan, Ann Arbor, working with Alfred O. Hero.
I was CAPES-PNPD funder postdoctoral fellow at the Federal University of Sao Carlos (UFSCar), in 2014 and 2015. I was a visiting scholar at Polytechnic University of Turin between 2011 and 2013.
I received my Ph.D. in Inferential Statistics from the Ferdowsi University of Mashhad (FUM) in 2013.
Research Interests
Machine Learning and Computer Vision
- Open World Learning and OOD Detection
- Deep Neural Network Robustness and Efficiency
- Multimodal Continual Learning & Physical AI Systems
- Knowledge Transfer in Multi-Robot Collaboration
- Explainable and Trustworthy AI
- Graph Summarization via Representation Learning
- Applications of Machine Learning Approaches in Real-Time Problems
- Statistical Machine Learning and Signal Processing
- Semantic Segmentation with Applications in Forestry and Healthcare
- Information-theoretic Measures Applications in Adversarial Machine Learning
Data Science
- Devoloping Theory and Algorithms for Data Analysis
- Data mining and Pattern Recognition
Education / Appointments
2024 - Present
San Diego State University, USA
Associate Professor, Computer Science
2019 - 2024
University of Maine, USA
Assistant Professor, Computer Science
2016 - 2019
University of Michigan, USA
Post-Doctoral Research Fellow, Machine Learning and Data Science
2014 - 2016
Federal University of Sao Carlos, Brazil
Post-Doctoral Research Scholar, Information Theory and Bayesian Inference
2011 - 2013
Polytechnic University of Turin, Italy
Visting Scholar, Mathematical Statistics and Advanced Probability
2008 - 2013
Ferdowsi University of Mashhad, Iran
PhD, Inferential Statistics