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AUTOMATIC COLORIZER
Drop image here for automatic colorization. Developed by Gustav Larsson.Hosted by TTI Chicago.TTI Chicago. MASSART’S FINITE CLASS LEMMA AND GROWTH FUNCTION Finite Class Lemma (Massart). Let Abe some finite subset of Rm and 1;:::; m be independent Rademacher random variables. Let r= sup a2A kak. Then, we have, E " sup a2A 1 m Xm i=1 ia i # r p 2lnjAjKEVIN GIMPEL
Kevin Gimpel. Hello! I am an assistant professor at Toyota Technological Institute at Chicago, a philanthropically endowed academic computer science institute on the University of Chicago campus. I am also an assistant professor (part-time) in the Department of Computer Science at UChicago. I received my Ph.D. in 2012 from theLanguage
LECTURE 7 CONVOLUTIONAL NEURAL NETWORKS We saw before: x 1 x 2 x 3 x 4 y^ A series of matrix multiplications: x 7!WT 1 x 7!h 1 = f(W 1 Tx) 7!W 2 Th 1 7!h 2 = f(W 2 Th 1) 7! WT 3 h 2 7!h 3 = f(W 3 Th 3) 7!W 4 Th 3 = ^y Lecture 7 Convolutional NeuralNetworks CMSC 35246
KOOPMAN OPERATORS AND DYNAMIC MODE DECOMPOSITION Koopman Operators and Dynamic Mode Decomposition Shubhendu Trivedi The University of Chicago Toyota Technological Institute Chicago, IL - 60637 Shubhendu Trivedi (TTI-C) Koopman Operators 1 / 50 LECTURE 5: OCTOBER 14, 2014 1 PINSKER’S INEQUALITY AND ITS Information and Coding Theory Autumn 2014 Lecture 5: October 14, 2014 Lecturer: Madhur Tulsiani Scribe: G okalp Demirci 1 Pinsker’s inequality and its applications to lower bounds AVRIM BLUM'S HOME PAGE Avrim Blum Professor and Chief Academic Officer Toyota Technological Institute at Chicago (TTIC) 6045 S. Kenwood Ave. Chicago, IL 60637 email: at ttic.edu.Administrative Assistant: Mary Marre (773)834-1757. The Toyota Technological Institute at Chicago (TTIC or TTI-Chicago) is a PhD-granting computer science institute focusing in the areas of machine learning, algorithms, AI TTIC DR. ARTURS BACKURS Arturs Backurs received Ph.D. degree from MIT in 2018. He previously received his bachelor’s degree from University of Latvia in 2012. His research area is theoretical computer science with the main focus on proving conditional lower bounds for problems that are solvable in polynomial time as well as designing faster algorithms inspired by JINBO XU'S HOME PAGE Jinbo Xu's Home Page. Jinbo Xu. Professor of Toyota Technological Institute at Chicago. Senior Fellow, Computational Institute at the University of Chicago. Address: 6045 S. Kenwood Ave., Chicago, IL 60637. Email: jinboxu AT gmail dot com. FOUNDATIONS OF DATA SCIENCE Foundations of Data Science Avrim Blum, John Hopcroft, and Ravindran Kannan Thursday 27th February, 2020 This material has been published by Cambridge University Press as Foundations of Data Science by Avrim Blum, John Hopcroft, and Ravi Kannan.AUTOMATIC COLORIZER
Drop image here for automatic colorization. Developed by Gustav Larsson.Hosted by TTI Chicago.TTI Chicago. MASSART’S FINITE CLASS LEMMA AND GROWTH FUNCTION Finite Class Lemma (Massart). Let Abe some finite subset of Rm and 1;:::; m be independent Rademacher random variables. Let r= sup a2A kak. Then, we have, E " sup a2A 1 m Xm i=1 ia i # r p 2lnjAjKEVIN GIMPEL
Kevin Gimpel. Hello! I am an assistant professor at Toyota Technological Institute at Chicago, a philanthropically endowed academic computer science institute on the University of Chicago campus. I am also an assistant professor (part-time) in the Department of Computer Science at UChicago. I received my Ph.D. in 2012 from theLanguage
LECTURE 7 CONVOLUTIONAL NEURAL NETWORKS We saw before: x 1 x 2 x 3 x 4 y^ A series of matrix multiplications: x 7!WT 1 x 7!h 1 = f(W 1 Tx) 7!W 2 Th 1 7!h 2 = f(W 2 Th 1) 7! WT 3 h 2 7!h 3 = f(W 3 Th 3) 7!W 4 Th 3 = ^y Lecture 7 Convolutional NeuralNetworks CMSC 35246
KOOPMAN OPERATORS AND DYNAMIC MODE DECOMPOSITION Koopman Operators and Dynamic Mode Decomposition Shubhendu Trivedi The University of Chicago Toyota Technological Institute Chicago, IL - 60637 Shubhendu Trivedi (TTI-C) Koopman Operators 1 / 50 LECTURE 5: OCTOBER 14, 2014 1 PINSKER’S INEQUALITY AND ITS Information and Coding Theory Autumn 2014 Lecture 5: October 14, 2014 Lecturer: Madhur Tulsiani Scribe: G okalp Demirci 1 Pinsker’s inequality and its applications to lower boundsWWW.TTIC.EDU
Apache/2.4.29 (Ubuntu) Server at www.ttic.edu Port 443 TTIC DR. ARTURS BACKURS Arturs Backurs received Ph.D. degree from MIT in 2018. He previously received his bachelor’s degree from University of Latvia in 2012. His research area is theoretical computer science with the main focus on proving conditional lower bounds for problems that are solvable in polynomial time as well as designing faster algorithms inspired byTTIC DR. MICHAEL YU
Dr. Michael Yu Research Assistant Professor PhD - University of California, San Diego. Michael Yu received a B.S. in Electrical Engineering and Computer Science and in Mathematics from MIT in 2010, followed by a M.Eng. in Electrical Engineering and Computer Sciencefrom MIT in 2011.
TTIC DR. BRIAN BULLINS Brian Bullins received his PhD in computer science from Princeton University in 2019. Previously, he completed his undergraduate degree at Duke University in 2014 as a Benjamin N. Duke Scholar, where he received a B.S. in computer science and an A.B. in mathematics. His research interests broadly lie in both the theory and practice of CMSC 35246 DEEP LEARNING This course aims to cover the basics of Deep Learning and some of the underlying theory with a particular focus on supervised Deep Learning, with a good coverage of unsupervised methods. Instructors: Shubhendu Trivedi and Risi Kondor. shubhendu@cs.uchicago.edu. risi@cs.uchicago.edu. Time: Mondays and Wednesdays, 3.00pm-4.20pm,Ryerson 277.
AUTOMATIC COLORIZER
Drop image here for automatic colorization. Developed by Gustav Larsson.Hosted by TTI Chicago.TTI Chicago. TTIC DR. YURY MAKARYCHEV PhD - Princeton University. Yury Makarychev received his MS degree in Mathematics from Moscow State University in 2001 and his PhD degree in Computer Science from Princeton University in 2008. He spent the following two years as a Postdoctoral Researcher at Microsoft Research in Redmond, WA and Cambridge, MA. Yury’s research interests includeKEVIN GIMPEL
Kevin Gimpel. Hello! I am an assistant professor at Toyota Technological Institute at Chicago, a philanthropically endowed academic computer science institute on the University of Chicago campus. I am also an assistant professor (part-time) in the Department of Computer Science at UChicago. I received my Ph.D. in 2012 from theLanguage
SHAI SHALEV-SHWARTZ
"Individual Sequence Prediction using Memory-efficient Context Trees" Ofer Dekel, Shai Shalev-Shwartz and Yoram Singer, To appear in IEEE'IT. "Ranking Categorical Features Using Generalization Properties" Sivan Sabato and Shai Shalev-Shwartz, Journal of Machine Learning Research, 2008. "Online Learning of Complex Prediction Problems Using Simultaneous Projections GENERALIZATION BOUNDS Generalization Bounds Here we consider the problem of learning from binary labels. We assume training data D = hx 1,y 1i,hx N,y Ni with y t being one of the two values 1 or −1. We will assume that these training pairs have been drawn independentlyToggle navigation
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_A PHILANTHROPICALLY ENDOWED__COMPUTER SCIENCE_
_GRADUATE INSTITUTE._LATEST NEWS
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ALUMNI HIGHLIGHT - HARIS ANGELIDAKIS June, 2021 - Dr. Angelidakis conducts research in approximation algorithms at TU Eindhoven.read more +
NIH GRANT SUPPORTS INTERSCHOLASTIC RESEARCH May, 2021 - TTIC Prof. Karen Livescu joins new research team lead by UChicago's Prof. Margaret Beale Spencer.read more +
STUDENT HIGHLIGHT: BLAKE WOODWORTH May, 2021 - Woodworth hopes to pursue a career in academia after completing his PhD this Springread more +
TTIC WELCOMES NEW MEMBERS TO THE BOARD OF TRUSTEES May, 2021 - The Board welcomes three new Trustees, and announces a newChair.
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STUDENT HIGHLIGHT: LINGYU GAO May, 2021 - Gao conducts research in Natural Language Processing withProf. Kevin Gimpel
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PROFESSOR KAREN LIVESCU HONORED BY THE ISCA May, 2021 - Prof. Livescu has been elected a fellow of the ISCA, recognizing her work in the field of speech and language processing.read more +
RAP ALUMNI HIGHLIGHT - THATCHAPHOL SARANURAK May, 2021 - Prof. Saranurak continues to conduct research in graph theory and algorithms at University of Michigan.read more +
TRUSTEE ANGELA OLINTO ELECTED TO TWO PRESTIGIOUS PROFESSIONALSOCIETIES
April, 2021 - Prof. Olinto is now a member of both the American Academy of Arts and Sciences and National Academy of Sciences. TTIC IS COMMITTED TO PROVIDING A RESPECTFUL AND POSITIVE ENVIRONMENT FOR ALL MEMBERS OF ITS COMMUNITY, FREE FROM ALL FORMS OF DISCRIMINATION AND HARASSMENT. Our mission is to achieve international impact through world-class research and education in fundamental computer science and informationtechnology.
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