Assistant Professor, Université de Montréal, Canada CIFAR AI Chair
Since September 2018, I am an Assistant Professor atMilaand in theDepartment of Computer Science and Operations Research (DIRO)atUniversité de Montréal, and I am a Canada CIFAR AI (CCAI) chair holder since March 2019. Before joining UdeM I was a post-doctoral research fellow in theReasoning and Learning LabatMcGill University, where I worked withPrakash Panangaden,Joelle PineauandDoina Precup.
I obtained myPhDin 2016 fromAMUwhere I worked in theQarmateam (Machine Learning and Multimedia), under the supervision ofFrançois DenisandHachem Kadri. Before that, I graduated with a MSc in Fundamental Computer Science fromAMUand a BSc in Computer Science from the same university in distance learning.
I am interested in tensor methods for machine learning and in designing learning algorithms for structured data by leveraging linear and multilinear algebra (e.g. spectral methods).
Publications
2021-12
Lower and Upper Bounds on the Pseudo-Dimension of Tensor Network Models