The Computing Innovation Fellows Project

Recently Listed Mentors interested in:
AI / Machine Learning / Robotics / Vision

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• Ramani Duraiswami at University of Maryland, College Park (College Park, MD (near Washington DC))
  Keywords: Sound Scene Analysis; Human Spatial Hearing; Speaker Recognition; Large Data Problems; Fast Multipole Methods 18September, 2011
• Pavan Turaga at Arizona State University (Tempe, AZ)
  Keywords: Computer Vision, Human Activity Analysis, Interactive Systems, Visual Databases, Healthcare and Wellbeing Applications 15September, 2011
• Radhika Nagpal at Harvard University (Cambridge, MA, USA)
  Keywords: multi-agent systems, modular robotics, swarm robotics, robobees project, bio-inspired computing, bio-inspired robotics 2June, 2011
• Ted Pedersen at http://www.d.umn.edu/~tpederse (Duluth, Minnesota, USA)
  Keywords: natural language processing, word sense disambiguation, sense induction, health informatics, semantic similarity 31May, 2011
• Wojciech Matusik at MIT (Cambridge, MA)
  Keywords: virtual humans, displays, photography, data-driven materials, simulation, computer graphics, computer vision, interaction 31May, 2011
• Sinisa Todorovic at Oregon State University (Corvallis, OR)
  Keywords: computer vision, object recognition, activity recognition, image segmentation, tracking 31May, 2011
• Rajiv Joshi at T. J. Watson Research Center, IBM (Rt 134, Kitchwan Road, Yorktown Heights, NY)
  Keywords: Variability analysis for VLSI, Statistical methodology/algorithms for VLSI and non-VLSI applications, High performance and low power circuit techniques for sub-nanometer technologies. Modelling of alternate memory (PCM, MRAM) and scaling impacts. 30May, 2011
• C Hendricks Brown at University of Miami (Center for Computational Science, U Miami)
  Keywords: Social systems informatics, biostatistics, social network analysis, systems science 30May, 2011
• Shree Nayar at Computer Vision Laboratory (New York, New York)
  Keywords: Computer Vision, Computational Imaging, Physics Based Models for Vision and Graphics, Material Modeling, Material Recognition 30May, 2011
• Michelle Zhou at IBM Research Almaden (San Jose, CA)
  Keywords: Intelligent user interaction, interactive visual text analysis, social informatics including analytics-driven and crowd-sourced social network analysis, social profiling and community analysis, intelligent mobile information interaction and presentation. 30May, 2011
• Mitsunori Ogihara at University of Miami Center for Computational Science (Coral Gables, FL)
  Keywords: Heterogeneous data integration for data mining, music information retrieval, biological network analysis, computational modeling and simulation of health-related data 28May, 2011
• Hanan Samet at University of Maryland at College Park Institute for Advanced Computer Studies (College Park, Maryland)
  Keywords: Spatial Data Structures, Spatial Databases, Computer Graphics, Geographic Information Systems (GIS), Image Databases, Computer Vision, Visualization, Algorithms, Similarity Searching, Geographic Information Retrieval (GIR), Human Computer Interaction 28May, 2011
• James (Bo) Begole at Palo Alto Research Center (Palo Alto, CA)
  Keywords: computer-mediated communications, distributed interpersonal awareness, sensor-based interruptibility and presence modeling and prediction, media device interoperability and control, context-aware mobile systems 26May, 2011
• Shishir Shah at University of Houston (Houston, Texas)
  Keywords: Computer Vision, Video Analytics, Distributed Surveillance, Pattern Recognition, Human Activity Analysis, Biomedical Image Analysis 26May, 2011
• Benjamin Kuipers at University of Michigan (Ann Arbor, Michigan)
  Keywords: Foundational knowledge, cognitive map, robotic wheelchair, human-robot interaction 26May, 2011
• Jordan Pollack at DEMO Lab, Brandeis University (Boston, MA)
  Keywords: Artificial Life, Evolutionary Computation, Coevolutionary Learning, Machine Learning, Educational technology, Evolutionary Robotics 25May, 2011
• Claire Monteleoni at George Washington University, Department of Computer Science (Washington DC)
  Keywords: Machine learning, clustering, online learning, streaming clustering, Climate Informatics, learning theory, privacy-preserving machine learning, active learning, theory, optimization, randomized algorithms 25May, 2011
• Carlos Guestrin at Carnegie Mellon University (United States)
  Keywords: Machine Learning, Taming Information Overload, Parallel Algorithms, Information Retrieval 25May, 2011
• Shyamsundar Rajaram at Hewlett Packard Laboratories (Palo Alto, CA)
  Keywords: Content analysis, Text mining, Machine learning, Recommender systems, Personalization, User modeling. 24May, 2011
• Imre Solti at Cincinnati Children's Hospital Medical Center (Cincinnati, OH)
  Keywords: Clinical Natural Language Processing, Information Extraction from Electronic Health Record, Data Mining of the Electronic Health Record, Predictive Modeling of Clinical Outcomes, Clinical Text Mining, Clinical Machine Learning 24May, 2011
• Nelson Chang at Hewlett-Packard Laboratories (Palo Alto, CA)
  Keywords: 3D; GPU; data visualization; camera modeling and calibration; computer vision; image processing; digital video processing; HCI; collaboration technologies; mobile devices; high speed networking 23May, 2011
• Eric Eaton at Bryn Mawr College (Bryn Mawr, PA)
  Keywords: lifelong machine learning; transfer learning; interactive learning; relational learning; applications to medicine and search & rescue 23May, 2011
• Tandy Warnow at University of Texas at Austin (Austin, TX)
  Keywords: Computational biology, computational historical linguistics, evolution, sequence alignment, metagenomics, statistical inference, algorithm design, combinatorial optimization 23May, 2011
• Emily Fox at University of Pennsylvania (Philadelphia, PA)
  Keywords: multivariate time series analysis, Bayesian nonparametric methods, longitudinal data analysis, Bayesian statistics, machine learning, statistical signal processing 22May, 2011
• Yusu Wang at The Ohio State University (Columbus, Ohio)
  Keywords: Computational topology, computational geometry, shape analysis, geometric processing, graphics, visualization, manifold learning, computational biology. 21May, 2011
• Sergey Bereg at University of Texas at Dallas (Dallas, Texas, USA)
  Keywords: Computational Geometry, Computational Biology, Bioinformatics, Networks and Communications, Geographic Information Systems, Combinatorial Optimization, Facility Location, Pattern Matching 21May, 2011
• Steve Whittaker at University of California at Santa Cruz (Santa Cruz, CA)
  Keywords: HCI, CSCW, interactive information retrieval, personal information management, social computing, online communities, lifelogging, computer mediated communication, collaboration 20May, 2011
• Jing Xiao at Epson Research and Development, Inc. (San Jose, CA)
  Keywords: Computer vision, machine learning, 3D sensing and display, computational photography, robotics, sensor signal processing and analysis for health care and clinical applications, user interface, security and safety, ... 20May, 2011
• James Crutchfield at University of California at Davis (Davis, California)
  Keywords: Machine learning, physics of computation, evolutionary search, information theory, nonlinear dynamics, statistical mechanics, computational mechanics 20May, 2011
• Ralph Linsker at IBM T. J. Watson Research Center (Yorktown Heights, New York)
  Keywords: neural networks, deep learning, deep belief networks, Restricted Boltzmann Machine 20May, 2011
• Jalal Mahmud at IBM Almaden Research Center (United States)
  Keywords: Intelligent User Experience, Web Task Modeling, Web Mining, Web Accessibility, Machine Learning. 20May, 2011
• Ron Alterovitz at University of North Carolina at Chapel Hill (Chapel Hill, NC)
  Keywords: medical robotics, motion planning, optimization, uncertainty, surgical simulation, virtual environments, physically-based simulation, physically-based modeling, finite element method, training simulation, image registration, treatment planning 19May, 2011
• Bruno Olshausen at University of California, Berkeley (Berkeley, CA)
  Keywords: Computational neuroscience, vision, models of perception, sensory coding, natural image statistics 19May, 2011
• Edward Fox at Virginia Tech, Department of Computer Science (Blacksburg, VA, USA)
  Keywords: digital libraries, information storage&retrieval, text analysis/classification, fingerprints, 5S theory for information systems, educational technologies, institutional repositories, electronic theses&dissertations, computational linguistics, user studies 18May, 2011
• David Cox at The Rowland Institute at Harvard, Harvard University (Cambridge, MA)
  Keywords: object recognition, face recognition, machine vision, systems neuroscience, GPGPU 18May, 2011
• Gil Alterovitz at Biomedical Cybernetics Lab at Harvard-MIT HS (Boston, MA)
  Keywords: bioinformatics, translational medicine, computational algorithm design for systems biology, network analysis, gene regulation, Bayesian statistics, machine learning, cancer, proteomics 18May, 2011
• Jason Kelly at Ginkgo BioWorks (Boston, MA)
  Keywords: Algorithms, CAD, comparative genomics, engineering organisms, genomics, metagenomics, synthetic biology 18May, 2011
• Manolis Kellis at MIT CompBio Group / CSAIL / Broad Institute (The MIT Stata Center, Cambridge, MA)
  Keywords: Genomics, Computational Biology, Epigenomics, Phylogenomics, Comparative Genomics, Gene Regulation, Population Genomics, Medical Informatics, Personal Genomes, Population Genomics, ENCODE/modENCODE, Integrative Genomics, Machine Learning 18May, 2011
• Eric Gilbert at Georgia Institute of Technology (Atlanta, GA)
  Keywords: social computing, social media, cmc, text, applied natural language processing 17May, 2011
• Eytan Adar at University of Michigan (United States)
  Keywords: Web mining, social computing, social media, visualization, collaborative analytics, temporal data, behavior mining, privacy, Web extraction 17May, 2011
• Ian Lane at Carnegie Mellon University (Moffett Field, California)
  Keywords: Data-driven morphological decomposition, context-aware spoken language translation, dynamic bayesian networks 17May, 2011
• Jacek Gwizdka at Rutgers University, School of Communication & Information (New Brunswick, NJ)
  Keywords: HCI, IR, interactive information retrieval, Human-Centered Information Interaction, web search, user studies, Neuroergonomics, Brain-Computer Interfaces (BCI), applied machine learning, personalization. 17May, 2011
• Qiang Ji at Rensselaer Polytechnic Institute (Troy, NY)
  Keywords: Computer vision and machine learning 17May, 2011
• Tony Jebara at Columbia University (New York, NY)
  Keywords: machine learning, graphs, matchings, perfect graphs, networks, graphical models, inference, large margin methods, structured prediction, kernel methods, spatiotemporal data, generative and discriminative learning, maximum entropy, combinatorics 16May, 2011
• Keshav Pingali at The University of Texas at Austin (Austin Texas)
  Keywords: Programming languages, multicore processors, parallel programming, graph computations, irregular algorithms, compilers, runtime systems 16May, 2011
• Prasad Tadepalli at Oregon State University (Corvallis, Oregon )
  Keywords: Reinforcement Learning, Structured Prediction, Statistical Relational Learning, Learning in Search, Learning in Planning and Scheduling, Machine Reading 16May, 2011
• Mohan Sridharan at Texas Tech University (Lubbock, Texas)
  Keywords: Robot vision, stochastic machine learning, human-robot/human-computer interaction, multiagent systems and applied cognitive science. 16May, 2011
• James Rehg at Georgia Institute of Technology (Atlanta, GA)
  Keywords: Computer Vision, Event Understanding, Temporal Causality, Video Categorization, Activity Recognition, Behavior Modeling and Analysis, Video Search and Retrieval, Visual Tracking, Figure Tracking, Video Object Segmentation, Pedestrian Detection, Behavior Imaging for Autism, Probabilistic Graphical Models, Robot Vision, Perception for Manipulation, Place Categorization, Semantic Mapping, Affordance Learning, Medical Image Analysis, Computer-Assisted Diagnosis, Machine Learning 16May, 2011
• Bill Smart at Washington University in St. Louis (St. Louis, MO)
  Keywords: Human-Robot Interaction, Mobile Robotics, Machine Learning, Brain-Computer Interfaces 16May, 2011
• Edward Wong at Polytechnic Institute of New York University (Brooklyn, NY)
  Keywords: computer vision, image processing, pattern recognition, medical image processing, document image watermarking and authentication, video surveillance 16May, 2011