Motahareh Sohrabi

I am a Master's student at the University of Montreal and the Mila Québec AI Institute, under the supervision of Professor Simon Lacoste-Julien. My research interest lies in the theoretical foundations of multi-agent systems and deep learning algorithms.

Research Interests: Theory of deep learning, (Constrained) Optimization, Game Theory

Publications

Weight-Sharing Regularization Mehran Shakerinava*, Motahareh Sohrabi*, Siamak Ravanbakhsh, Simon Lacoste-Julien, AISTATS 2024. arxiv / code.

On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization Motahareh Sohrabi*, Juan Ramirez*, Tianyue H. Zhang, Simon Lacoste-Julien, Jose Gallego-Posada, ICML 2024. arxiv / code.

July 2024: Presenting "On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization" at ICML 2024.
May 2024: Presenting "Weight-sharing Regularization" at AISTATS 2024.
March 2024: Presenting "Weight-sharing Regularization" at MTL MLOpt.
July 2023: Organizing a breakout session at WiMl workshop during ICML 2023 in Hawaii.
June 2023: Awarded a scholarship to attend ProbAI 2023 (Nordic summer school) in Norway.
July 2023: Received a scholarship to attend MLSS^S summer school in Poland.
April 2023: Recipient of the Excellence Scholarship for Women in AI from Mila.
March 2023: Co-founded the "Mathematics Study Group" at Mila, with a focus on studying Analysis, Algebra, Topology, and more!