Martin Szummer, Ph.D., September 2002. Thesis title: “Learning from Partially Labeled Data,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

Ryan Rifkin, Ph.D., June 2002. Thesis title: “Everything Old Is New Again: A Fresh Look Historical Approaches in Machine Learning,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science and Operations Research.

Vinay Kumar, Ph.D., June 2002. Thesis title: “Towards Trainable Man-machine Interfaces: Combining Top-down Constraints with Bottom-up Learning in Facial Analysis,” Massachusetts Institute of Technology, Brain and Cognitive Sciences.

Tony Ezzat, Ph.D., June 2002. Thesis title: “Trainable Videorealistic Speech Animation,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

Christian Shelton, Ph.D., August 2001. Thesis title:”Importance Sampling for Reinforcement Learning with Multiple Objectives,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

Sayan Mukherjee, Ph.D., June 2001. Thesis title: “Application of Statistical Learning Theory to DNA Microarray Analysis,” Massachusetts Institute of Technology, Brain and Cognitive Sciences.

Nicholas Chan, Ph.D. February 2001. Thesis title: “Artificial Markets and Intelligent Agents,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

Theodoros Evgeniou, Ph.D. June 2000. Thesis title: “Learning with Kernel Machine Architectures,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

Maximilian Riesenhuber, Ph.D. June 2000. Thesis title: “How a Part of the Brain Might or Might Not work: A New Hierarchical Model of Object Recognition,” Massachusetts Institute of Technology, Brain and Cognitive Sciences.

Constantine Papageorgiou, Ph.D. December 1999. Thesis title: “A Trainable System for Object Detection in Images and Video Sequences,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science and Operations Research.

Edgar Osuna, Ph.D. June 1998. Thesis title: “Support Vector Machines: Training and Applications,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science and Operations Research.

Michael Jones, Ph.D. June 1997. Thesis title: “Multidimensional Morphable Models: A Framework for Representing and Matching Object Classes,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

Robert Thau, Ph.D. June 1997. Thesis title: “Reliably Mapping a Robot’s Environment Using Fast Vision and Local, but not Global, Metric Data,” Massachusetts Institute of Technology, Brain and Cognitive Sciences.

Emanuela Bricolo, Ph.D. June 1996. Thesis title: “On the Representation of Novel Objects: Human Psychophysics, Monkey Physiology and Computational Models,” Massachusetts Institute of Technology, Brain and Cognitive Sciences.

Pawan Sinha, Ph.D., August 1995. Thesis title: “Perceiving and Recognizing Three-Dimensional Forms,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science.

David Beymer, Ph.D. August 1995. Thesis title: “Pose-invariant Face Recognition Using Real and Virtual Views,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Partha Niyogi, Ph.D. February 1995. Thesis title: “The Informational Complexity of Learning from Examples,” Massachusetts Institute of Technology, Electrical Engineering and Computer Science

James Hutchinson, S.M., June 1986; Ph.D., February 1994. S.M. Thesis title: “Early Vision Problem Solving with Analog and Binary Resistive Networks,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science. Ph.D. Thesis title: “A Radial Basis Function Approach to Financial Time Series Analysis,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Brian Subirana-Vilanova, Ph.D., February 1994. Thesis title: “Mid-level Vision and Recognition of Non-Rigid Objects,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Anthony Passera, Ph.D., September 1992. Thesis title: “A Computational Model of Visuo-motor Development,” Massachusetts Institute of Technology, Department of Brain and Cognitive Sciences

Thomas Breuel, Ph.D., June 1992. Thesis title: “Geometric Aspects of Visual Object Recognition,” Massachusetts Institute of Technology, Department of Brain and Cognitive Sciences.

Lyle Borg-Graham, Ph.D., January 1992. Thesis title: “On Directional Selectivity in Vertebrate Retina: An Experimental and Computational Study,” Massachusetts Institute of Technology, Harvard-MIT Division of Health Sciences and Technology.

Woodward Yang, Ph.D., September 1990. Thesis title: “The Architecture and Design of CCD Processors for Computer Vision,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Ed Gamble, Ph.D., June 1990. Thesis title: “Integration of Early Visual Cues for Recognition,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Michael Villalba, Ph.D., January 1990. Thesis title: “Fast Visual Recognition of Large Object Sets,” Massachusetts Institute of Technology, Department of Aeronautics and Astronautics.

Davi Geiger, Ph.D., December 1989. Thesis title: “Visual Models with Statistical Field Theory,” Massachusetts Institute of Technology, Department of Mathematics.

Anya Hurlbert, M.D./Ph.D., May 1989. Thesis title: “The Computation of Color,” Harvard Medical School/Massachusetts Institute of Technology, Department of Brain and Cognitive Sciences.

Bror Saxberg, S.M., May 1985; M.D./Ph.D., May 1989. S.M. Thesis title: “Parameters of a Three-Dimensional Free Fall Trajectory from its Two-Dimensional Central Projection,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science. Ph.D. Thesis title: “A Modern Differential Geometric Approach to Shape from Shading,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Jose Marroquin, Ph.D., September 1985. Thesis title: “Probabilistic Solution of Inverse Problems,” Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science.

Christof Koch, Ph.D., October 1982. Thesis title: “Nichtlineare Informationsverarbeitung in Dendritischen Bäumen Beliebiger Geometrie,” University of Tübingen, Germany.