A Million to One

My name is Inmar Givoni. I am a computer science graduate student at the University of Toronto, currently working under the supervision of Professor Brendan Frey. I'm interested in applying machine learning algorithms to computer vision and biological data. I've been working in collaboration with the Boone Lab at the University of Toronto. During the winter of 2009 I was a visitor at the CBL lab at the University of Cambridge. Later that year I interned at Microsoft Research - Search Labs.

Publications:
FLoSS: Facility Location for Subspace Segmentation pdf
N. Lazic, I.E. Givoni, P. Aarabi and B.J. Frey
Presented at the 12th International Conference on Computer Vision (ICCV), October 2009, Kyoto, Japan.

Semi-supervised Affinity Propagation With Instance-Level Constraints pdf
I.E. Givoni and B.J. Frey
Presented at the 12th International Conference on Artificial Intelligence and Statistics (AISTATS), April 2009, Clearwater, FL.

A Binary Variable Model for Affinity Propagation pdf PubMed
I.E. Givoni and B.J. Frey
Neural Computation,Vol 21, issue 6, pp 1589-1600, June 2009

Exploring the Mode-of-Action of Bioactive Compounds by Chemical-Genetic Profiling in Yeast PubMed
A.B. Parsons(*), A. Lopez(*), I.E. Givoni(*), D.E. Williams, C.A. Gray, J. Porter, G. Chua, R. Sopko, R.L. Brost, C. Ho, J.Wang, T. Ketela, C. Brenner, J.A. Brill, G.E. Fernandez , T.C. Lorenz , G.S. Payne, S. Ishihara, Y. Ohya, B. Andrews, T.R. Hughes, B.J. Frey, T.R. Graham, R.J. Andersen, C. Boone
[(*): joint first authors]
Cell, Vol. 126, Issue 3, pp. 611-625, August 2006

Matrix Tile Analysis pdf
I.E. Givoni, V. Cheung, and B.J. Frey
Presented at the 22nd Conference on Uncertainty in Artificial Intelligence (UAI), July 2006, Cambridge, MA.

Factorgrams: A tool for visualizing multi-way associations in biological data pdf
V. Cheung, I.E. Givoni, D. Dueck, B. J. Frey
University of Toronto Technical Report PSI-2006-44, May 2006.

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