The Computing Innovation Fellows Project

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

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• Ren Wu at Hewlett Packard Labs (PAlo Alto, CA )
  Keywords: GPU, GPGPU, GPU Computing, Parallel Computing, Computational Intelligence, Business Intelligence, Game-tree search, Search Algorithm, Artificial Intelligence, Parallel Algorithms, heterogeneous computing, High performance. 23May, 2010
• Srinivas Akella at http://www.uncc.edu/ (Charlotte, NC)
  Keywords: Robotics and automation; Manipulation and motion planning; Multiple robot coordination; Digital microfluidics and microelectromechanical systems; Bioinformatics and biotechnology; Data analytics. 22May, 2010
• Pieter Abbeel at UC Berkeley (Berkeley, CA)
  Keywords: Machine learning, robotics, control. 22May, 2010
• Prasenjit Mitra at The Pennsylvania State University (State College, PA)
  Keywords: information extraction, information integration, information visualization 21May, 2010
• Deborah McGuinness at Rensselaer Polytechnic Institute (Troy, NY)
  Keywords: Semantic Web, Explanation, Web Science, eScience, e-Science, Explanation, Trust, ontologies, knowledge representation and reasoning, 21May, 2010
• Srinivasan Parthasarathy at Ohio State University (Columbus, Ohio)
  Keywords: Data Mining, Network Science, Databases, High Performance Computing, Bioinformatics 20May, 2010
• Gregory Hornby at UC Santa Cruz / NASA Ames (Moffett Field, CA)
  Keywords: Automated Design, Genetic Algorithms, Representations, Genetic Programming, Complexity, Optimization, Artificial Life 20May, 2010
• Henry Lieberman at Media Lab, Massachusetts Institute of Technology (Cambridge, MA)
  Keywords: Commonsense reasoning, intelligent agents 20May, 2010
• Ken Goldberg at UC Berkeley (Berkeley, CA)
  Keywords: Robotics. Algorithmic Automation. Collaborative Filtering and Decision Making. Networked Robots and Cameras. Algorithms for Feeding, Fixturing, Grasping, and Assembly. Automation Science and Engineering. 20May, 2010
• Nancy Pollard at Carnegie Mellon University (Pittsburgh, PA)
  Keywords: Grasping, manipulation, robot hands, humanoid robots, character animation. 20May, 2010
• Bill Freeman at MIT (Boston, MA)
  Keywords: computer vision, Bayesian methods, machine learning, computational photography 20May, 2010
• Thorsten Joachims at Cornell University (Ithaca, NY)
  Keywords: Machine Learning, Information Retrieval, Support Vector Machines and Large-Margin Methods, Structured Output Prediction, Online Learning, Implicit Feedback 20May, 2010
• Qin Jin at Carnegie Mellon University (Pittsburgh, PA)
  Keywords: Speaker Recognition, Speech Recognition and Understanding, Human Biometrics, Audio Exploration 20May, 2010
• Vasant Honavar at Artificial Intelligence Research Laboratory, Iowa State University (Ames, Iowa)
  Keywords: Artificial intelligence, Machine Learning, Data Mining, Description Logics, Semantic Web, Ontologies, Knowledge Representation, Probabilistic Models, Bioinformatics, Computational biology, Data Mining, Service Composition, e-science, Systems Biology 20May, 2010
• Rahul Jain at University of Southern California (Los Angeles, CA)
  Keywords: Networks, Economics, Game Theory, Statistical Learning, Queueing Theory, Networked Control 20May, 2010
• Jacek Gwizdka at Rutgers University, School of Communication & Information (New Brunswick, NJ)
  Keywords: Neuroergonomics, Human-Centered Information Interaction, HCI, HII, information retrieval, IR, web search, Brain-Computer Interfaces (BCI), applied machine learning, cognitive engineering 19May, 2010
• Eli Shechtman at Adobe Systems Inc. (Seattle WA)
  Keywords: computer vision, computational photography, image processing, graphics, machine learning 19May, 2010
• Mirsad Hadzikadic at University of North Carolina at Charlotte (Charlotte. NC)
  Keywords: fundamental properties of complex adaptive systems; resilience/sustainability; threshold effects; relationship between energy, information, and entropy; general tool for designing complex systems; interdisciplinary collaboration 19May, 2010
• Elaine Chew at University of Southern California (Los Angeles, CA)
  Keywords: mathematics and computation in music, automated music analysis, music visualization, expressive performance analysis and synthesis, music information retrieval 18May, 2010
• Alan Fern at School of EECS, Oregon State University (Corvallis, Oregon)
  Keywords: Machine Learning, Automated Planning, Reinforcement Learning, Decision Theoretic Planning, Activity Recognition, Structured Machine Learning, Statistical Relational Learning, Speedup Learning, Real-Time Strategy Games 18May, 2010
• Michael Mateas at University of California, Santa Cruz (Santa Cruz, California)
  Keywords: Interactive Storytelling, Game AI, Procedural Content Generation, Authoring Tools, Drama Management, Story Generation, AI-based Art 18May, 2010
• Milind Tambe at University of Southern California (Los Angeles, CA)
  Keywords: Artificial Intelligence, Intelligent agents, Multiagent systems, Security. 17May, 2010
• Tina Eliassi-Rad at Rutgers University, Department of Computer Science (Piscataway, NJ)
  Keywords: Mining social networks and graph data; mining dynamic and evolving data; mining relational, spatial, and temporal data; scalable statistical methods and learning algorithms; statistical relational learning; network science. 17May, 2010
• Kai Yu at NEC Labs America (Cupertino, CA)
  Keywords: machine learning, information retrieval, data mining, object recognition, image classification, deep learning, transfer learning, semi-supervised learning, Gaussian processes, relational learning, matrix factorization, collaborative filtering... 17May, 2010
• Johannes Gehrke at Cornell University (Ithaca, NY)
  Keywords: Data mining, data privacy, database systems, computer games, cloud computing. 17May, 2010
• Baba Vemuri at University of Florida at Gainesville (Gainesville)
  Keywords: Computer Vision, Medical Image Analysis, Information Geometry, Machine Learning 16May, 2010
• Albert M. K. Cheng at University of Houston (Houston, Texas)
  Keywords: Real-Time Systems; Embedded Systems; Cyber-Physical Systems; Formal Verification; Networking; Software Engineering; Operating Systems; Power-Aware and Green Computing. 14May, 2010
• Kevin Lynch at Northwestern University (Evanston, IL)
  Keywords: robotic manipulation, locomotion, and motion planning and control; multi-agent systems; physical human-robot interaction (pHRI), functional electrical stimulation, and robotic rehabilitation 13May, 2010
• Wenlong Jin at University of California, Irvine (Irvine, CA)
  Keywords: Inter-vehicle communication, network traffic flow theory, transportation systems analysis, IntelliDrive, integrated transportation and communication simulations, green driving strategies, Dedicated Short Range Communications, WAVE (802.11p) 13May, 2010
• Liz Bradley at University of Colorado (Boulder, CO)
  Keywords: nonlinear dynamics & chaos, data assimilation, dynamics of human movement, automating scientific reasoning, computational topology, fluid dynamics. 12May, 2010
• Susanne Still at University of Hawaii at Manoa (Honolulu, HI)
  Keywords: Machine Learning, theory and applications. Information theory. Robotics. Neuroinformatics. 12May, 2010
• Predrag Radivojac at Indiana University (Bloomington, Indiana)
  Keywords: Bioinformatics, Computational Biology, Machine Learning, Data Mining. 11May, 2010
• Maria Florina Balcan at Georgia Institute of Technology (Altanta, GA)
  Keywords: Machine Learning, Algorithmic Game Theory, and Algorithms, as well as on the interactions between these areas and other areas of Computer Science and Economics. 10May, 2010
• Jordan Pollack at DEMO Lab, Brandeis University (Boston, MA)
  Keywords: Artificial Life, Evolutionary Computation, Coevolutionary Learning, Machine Learning, Educational technology, Evolutionary Robotics 10May, 2010
• David Jensen at University of Massachusetts Amherst (Amherst, MA)
  Keywords: Machine learning, knowledge discovery, data mining, relational learning, causal discovery, social network analysis, computational social science 9May, 2010
• Mohan Sridharan at Texas Tech University (Lubbock, Texas)
  Keywords: Autonomous robotics, Probabilistic decision-making, Computer vision, Stochastic estimation, Human-robot interaction 7May, 2010
• Philippos Mordohai at Stevens Institute of Technology (Hoboken, NJ)
  Keywords: computer vision, 3D reconstruction, stereo vision, range data, perceptual organization, manifold learning. 7May, 2010
• Edward Large at Center for Complex System & Brain Sciences, Florida Atlantic University (Boca Raton, FL)
  Keywords: music cognition, music perception, music performance, music technology, auditory perception, auditory attention, auditory neuroscience, nonlinear dynamical systems, nonlinear oscillation, neural networks, rhythm perception, pulse, beat, meter, pitch perception, tonality, musical tonality 6May, 2010
• Bambi Brewer at University of Pittsburgh (Pittsburgh, PA)
  Keywords: rehabilitation robotics, assistive robotics, neurological disease, human-robot interaction, robotic assessment 6May, 2010
• Justine Cassell at Northwestern University (Chicago, IL)
  Keywords: Discourse, Dialogue, Natural Language, Embodied Conversational Agents, Educational Technology, Autism 6May, 2010
• Georgios Fainekos at School of Computing, Informatics and Decision Systems Engineering, Arizona State University (Princeton, NJ / Tempe, AZ)
  Keywords: Cyber-Physical Systems, formal methods and logic, control theory and hybrid, embedded and real-time systems, robotics, unmanned aerial vehicles 6May, 2010
• Leonidas Guibas at Stanford University (Stanford, CA)
  Keywords: geometric algorithms, geometry processing, geometric modeling, physical simulation, computer graphics, computer vision, computational topology, sensor networks, mobile networks, data analysis 5May, 2010
• Kilian Weinberger at Washington University St. Louis (St. Louis, MO)
  Keywords: Machine Learning, Brain Computer Interfacing, ECoG decoding, High dimensional data analysis, Manifold Learning, Machine Learned Ranking 5May, 2010
• Kanishka Bhaduri at Mission Critical Technologies Inc., at NASA Ames Research Center (Moffett Field, CA)
  Keywords: data mining, scalable computing, time series analysis, distributed computing, web mining 4May, 2010
• Michael Coen at University of Wisconsin-Madison (Madison, WI)
  Keywords: Machine learning, Clustering, Computational Biology, Biological Modeling, Computation Cognitive Science 4May, 2010
• Jodi Forlizzi at Carnegie Mellon University (Pittsburgh, PA)
  Keywords: interaction design, design research, HRI, ambient displays, peripheral displays, in-car navigation 4May, 2010
• Roni Khardon at Tufts University (Medford, MA)
  Keywords: inference in structured stochastic models; Stochastic planning; relational Markov decision processes; machine learning theory and applications 4May, 2010
• Shlomo Argamon at Illinois Institute of Technology (Chicago, IL)
  Keywords: computational linguistics, machine learning, computational stylistics, sentiment analysis, authorship attribution, biomedical informatics, digital humanities 3May, 2010
• Dezhen Song at Texas A&M University (College Station, TX)
  Keywords: Networked Robots, Computer Vision, Surveillance, Sensor Networks, Automation, Multimedia 3May, 2010
• James Reggia at Dept. of Computer Science, University of Maryland (Washington, DC area (College Park, MD))
  Keywords: neural computation, nature-inspired artificial intelligence, multi-agent simulation, neural computation, evolutionary computation, swarm intelligence, artificial life, machine learning 3May, 2010