Youssef Mroueh

Ph.D. Candidate
Massachusetts Institute of Technology
ymroueh@mit.edu

I am a third year graduate student in EECS at MIT. I received my engineering diploma in Applied Mathematics from Ecole Polytechnique Paris, France, in 2009 and my Masters of Science in Applied Mathematics from Ecole Nationale Superieure des Mines de Paris - Mines ParisTech in 2010.

My research supervisor is Prof. Tomaso Poggio at CSAIL and CBCL. I am also part of LCSL, a joint lab between the Istituto Italiano di Tecnologia and MIT, where I work with Dr. Lorenzo Rosasco.

I am broadly interested in Machine Learning, Signal/Image Processing, Computer Vision, Quantization, Randomness and Algorithms.

PUBLICATIONS

Phase Retrieval
	Quantization and Greed are Good: One Bit Phase Retrieval, Robustness and Greedy Refinements Youssef Mroueh, Lorenzo Rosasco Preprint 2014, Arxiv 2014 [PAPER]
	On Efficiency and Low Sample Complexity in Phase Retrieval Youssef Mroueh, Lorenzo Rosasco ISIT'14, ISIT2014, Haiwai 2014 [PAPER]
	Phase Retrieval and Super-Resolution from One Bit Coded Diffraction Patterns. Youssef Mroueh Preprint 2014, Arxiv, 2014 [PAPER]
Machine Learning
	Multi-Class Learning with Simplex Coding Youssef Mroueh,Tomaso Poggio, Lorenzo Rosasco, Jean-Jacques Slotine. NIPS'12, Lake Tahoe, December 2012 [PAPER]
	Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio. Preprint 2014, Arxiv 2014 [PAPER]
Compressive Sensing
	Q-ary Compressive Sensing Youssef Mroueh, Lorenzo rosasco. SAMPTA, Breman, July 2013 [PAPER]