I work in the machine learning group on several topics:
- Using technology to help in behavioral changes
- Measuring gait and balance (see the workshop on this subject here)
- Machine learning theory
- Machine learning debugging
- Fault detection
Bellow is a list of recent publications.
- Alejandro Alanis, Trang Thai, Gerald Dejean, Ran Gilad-Bachrach, and Dimitrios Lymberopoulos, 3d Gesture recognition through RF sensing, no. MSR-TR-2014-81, June 2014.
- Erin Renshaw, Christopher J.C. Burges, and Ran Gilad-Bachrach, Selective Classifiers for Part-of-Speech Tagging, no. MSR-TR-2014-64, 16 May 2014.
- Pablo Paredes, Ran Gilad-Bachrach, Asta Roseway, Mary Czerwinski, and Kael Rowan, PopTherapy: Coping with Stress through Pop-Culture, IEEE Pervasive Health, May 2014.
- Jason D. Lee, Ran Gilad-Bachrach, and Rich Caruana, Using Multiple Samples to Learn Mixture Models - extended version, no. MSR-TR-2013-134, December 2013.
- Jason D. Lee, Ran Gilad-Bachrach, and Rich Caruana, Using multiple samples to learn mixture models, in Neural Infromation Processing Systems (NIPS), Neural Information Processing Systems Foundation, December 2013.
- Ran Gilad-Bachrach and Christopher J.C. Burges, Classifier Selection using the Predicate Depth , in Journal of Machine Learning Research (JMLR), December 2013.
- Ran Gilad-Bachrach and Chris J.C. Burges, Classifier Selection using the Predicate Depth, no. MSR-TR-2013-8, April 2013.
- Karthik Raman, Krysta M. Svore, Ran Gilad-Bachrach, and Chris Burges, Learning from Our Mistakes: Towards a Correctable Learning Algorithm, in 21st International Conference on Information and Knowledge Management (CIKM), ACM, 27 October 2012.
- Moshe Gabel, Erin Renshaw, Assaf Schuster, and Ran Gilad-Bachrach, Full Body Gait Analysis with Kinect, in Proceedings of EMBC 2012, Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), August 2012.
- Trang Thai, Gerald DeJean, and Ran Gilad-Bachrach, Confined Intra-Arm Communication and Medical Applications – Extended Abstract, no. MSR-TR-2012-74, July 2012.