Learned Representations in AI ----------------------------- Representation: What is it? What is it for? What is it that we are representing? Knowledge? What does it mean for a system to *know* something? * Answer questions? * Behave accordingly? * Specific data structure? Examples: * By a show of hands: Do you know my son's name? Someone who doesn't know needs to verify that someone who does know does know. * Do you know the way to San Jose? * What is this (shape)? Which way is it going? "Preschool children have organized knowledge about animate and inanimate objects and that they can use this knowledge to classify correctly a variety of animate and inanimate objects." Notes from class: Chan Su Lee: Ph.D. [Elgammal] Minyoung Kim: new Tom Walsh: new Ph.D. interested in AI David DeVault: new Ph.D. CS [Stone] Chengling Chan: new Ph.D. CS Eiman Elnahrawy: 2nd year at Rutgers, wireless internetworks (from UMCP), How to implement the technology, working with constrained processors, concerned with the infrastructure Xiaofeng Mi: first year NPR (non-photorealistic rendering). What does an artist know? Dmitriy Fradkin: 5th year CS, cluster analysis Dong Sheng Wang ("Oliver") : 1st year CS: rendering dynamic environments (sporting events, say) Nishkam Ravi: 2nd year PhD student, confused :-). Zhipeng Zhao ("Z"): 1st year CS Zhiguo Li: 1st year CS, image based modeling (3d from 2d) Rui Huang: 2nd year PhD CS (Metaxas, Pavloc) deformed models Ilya Muchnik: faculty, optimization, pattern recognition. How compare objects, matching, sequences, graphs, images, *registration* a critical step. Kernel functions. Will give a paper on "gray scale"(?). Jason Keller: 1st year PhD AI, from Cornell Dave LeRoux: 2nd year, background in finance Jixin Li: bioinformatics, 4th year, clustering [Muchnik] Paul Batchis: 2nd year CS Ph.D. Kostas Kleisouris: IR 1st year CS Haym Hirsh: chair, 20th year grad student :-) Carlos Diuk Wasser: 1st year CS, master's level, learning representation, past work on reconstructing genealogy from records Alex Strehl: 2nd year, machine learning, AI Still need addresses for: Dong Sheng Wang