Publication DART: Dropouts meet Multiple Additive Regression Trees K.V. Rashmi, Ran Gilad-Bachrach April 2015
Publication ModelTracker: Redesigning Performance Analysis Tools for Machine Learning Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015 Project Project
Publication Malware Classification With Recurrent Networks Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015 Project
Publication Investigation of Ensemble Models For Sequence Learning Asli Celikyilmaz, Dilek Hakkani-Tür Proceedings of ICASSP | April 2015 Proceedings of ICASSP
Publication Look Like Me: Matching Robot Personality via Gaze to Increase Motivation Sean Andrist, Bilge Mutlu, Adriana Tapus 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI ’15) | April 2015 Best of CHI Honorable Mention Award
Publication Recurrent convolutional neural networks for object-class segmentation of RGB-D video Mircea Serban Pavel, Hannes Schulz, Sven Behnke Neural Networks | April 2015, Vol 88: pp. 105-113
Publication Photo-Real Talking Head with Deep Bidirectional LSTM Bo Fan, Lijuan Wang, Frank Soong, Lei Xie April 2015
Publication Dialogue efficiency evaluation of turn-taking phenomena in a multi-layer incremental simulated environment Hatim Khouzaimi, Romain Laroche, Fabrice Lefevre Proceedings of the 17th Human-Computer Interaction conference (HCI International) | March 2015
Publication Regularized Minimax Conditional Entropy for Crowdsourcing Denny Zhou, Qiang Liu, John C. Platt, Christopher Meek, Nihar B. Shah March 2015
Publication The Attention Automaton: Sensing Collective User Interests in Network Communities Wenjun Zeng Transactions on Network Science and Engineering | March 2015