Teaching Assistant

EPFL

• Image Processing II


• Image Processing I


• Signals & Systems II


• Signals & Systems I

Sharif University of Technology

• Game Theory


• Numerical Optimization


• Probability and Its Applications


• Engineering Probability and Statistics


• Foundations of Mathematics

Supervised Students

Master's Thesis (Full time, 4 months)

• Eliana Renzo, Scouting for Clusters in SMLM Images


• Joaquim Campos, Higher-Order Regularization Methods for Supervised Learning


• Leello Dadi, Generating Sparse Stochastic Processes Using Matched Splines

Summer Internship (Full time, 8-12 weeks)

• Mehrsa Pourya (with D. Sage), Graph-Based Hierarchical Clustering of SMLM Data


• Tina Behnia (with P. Bohra), Dictionary Learning with SαS Signal and Noise Prior


• Alireza Naderi, Shortest Support Generators of Sum of Spline Spaces

Master Semester Projects (16-24 hours per week, 4 months)

• Haojun Zhu (with A. Goujon), Effect of Simple Operations on the Linear Regions of CPWL Functions


• Mickael Gindroz (with T. Pham), Differentiable Approximation of Hessian-Schatten Regularization


• Benoit Knuchel (with T. Debarre), Continuous-Domain Multicomponent Image Reconstruction


• Moulik Choraria (with J. Yoo), Learning Robust Neural Networks via Controlling their Lipschitz Regularity


• Arnaud Panatier (with A. Badoual), Deep Neural Networks: Learning with Splines