About
I am currently a PhD student at the Computer Science department in the University of Toronto under the excellent supervision of Geoffrey Hinton. My interests lie in Machine Learning and Bioinformatics. I am currently pursuing research in algorithms for Deep Learning and in automated feature discovery in speech.Here are links to some of my recent research projects and software:
- Tech report on the work I recently did during an internship at Google.
- Paper on using Transforming Autoencoders for feature discovery (NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning)
- Paper on discovering features in raw speech signals that can be used to achieve high speech recognition accuraccy.
- Cryobayes: An algorithm for 3D Reconstruction of Macromolecular Structure from Electron Cryo Microscopy data. See paper in Bioinformatics.
- Decon2LS: a software tool for automatic analysis of high resolution mass spectral data. (Reference).
- MultiAlign: a software tool for finding mass spectral features common to multiple mass spectral analyses.
- Wiki Link
Contact:
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Email:
ndjaitly AT cs DOT toronto DOT edu
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Office:
Dept of Computer Science
Pratt Bldg, Room 275
6 King's College Rd
University of Toronto
Toronto, ON M5S 3G4, Canada
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Mailing:
Navdeep Jaitly
Department of Computer Science
University of Toronto
3302-10 King's College Road
Toronto, Ontario CANADA M5S 3G4*