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B.S. University of Rochester; S.M. Massachusetts Institute of Technology; Ph.D. Massachusetts Institute of Technology
Areas of Expertise
Machine perception; machine learning; social network analysis; activity recognition
Selected Works
Choudhury, T, G Borriello, S Consolvo, D Haehnel, B Harrison, B Hemingway, et al, "The Mobile Sensing Platform: An Embedded System for Capturing and Recognizing Human Activities," IEEE Pervasive Computing, 7:2 (2008) 32-41.
Mahdaviani, M, and T Choudhury, "Fast and Scalable Training of Semi-supervised CRFs with Application to Activity Recognition," Advances in Neural Information Processing Systems, (NIPS 2007).
Liao, L, T Choudhury, D Fox, and H Kautz, "Training Conditional Random Fields using Virtual Evidence Boosting," Proceedings of International Joint Conference on Artificial Intelligence, (IJCAI 2007).
Choudhury, T, and S Basu, "Modeling Conversational Dynamics as a Mixed Memory Markov Process," in Advances in Neural Information Processing Systems 17, Saul, L, Y Weiss, and L Bottou (eds.) (2005).
Current Projects
"Modeling Social Network Dynamics using Sensor Data;" "Learning Human Behavior from Multi-modal Data"
