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Tony Jebara

Associate Professor of Computer Science
School: 
School of the Arts
Department: 
Computer Science Department
Office: 
CEPSR 605
Email: 
tj2008@columbia.edu
Phone: 
212-939-7079
Appointments
  • Director of the Columbia Machine Learning Lab
  • Chairman, Foundations of Data Science Center
Biography

Professor Jebara directs the Columbia Machine Learning Laboratory whose research intersects computer science and statistics to develop new frameworks for learning from data with applications in vision, networks, spatio‐temporal data, and text.

Research & Other Works
Book
Machine Learning

Research in machine learning with applications in vision, graphs and spatio-temporal data.

Technical report
Code Relatives: Detecting Similar Software Behavior
A Novel Drill Set for the Enhancement and Assessment of Robotic Surgical Performance
Technical report
Approximating the Bethe partition function
Report
Bethe Bounds and Approximating the Global Optimum
Article
An SVM learning approach to robotic grasping
Article
An EM Algorithm for Localizing Multiple Sound: Sources in Reverberant Environments
Article
Structured Prediction Models for Chord Transcription of Music Audio
Article
Behavior-Based Network Traffic Synthesis
Technical report
Markov Models for Network-Behavior Modeling and Anonymization
Technical report
Dynamical Systems Trees
Technical report
Square Root Propagation
Technical report
Tree Dependent Identically Distributed Learning
Technical report
Multi Facet Learning in Hilbert Spaces
 
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