Semi-Supervised Learning with the Graph Laplacian: The Limit of Infinite Unlabelled Data Boaz Nadler Dept. of Computer Science and Applied Mathematics Weizmann Institute of Science Rehovot, Israel 76100 boaz.nadler@weizmann.ac.il Nathan Srebro Toyota Technological Institute Chicago, IL 60637 nati@uchicago.edu Xueyuan Zhou Dept. of Computer Science University of Chicago Chicago, IL 60637 zhouxy@cs.
Flows and decomposition of games: harmonic and potential games Pablo A. Parrilo Joint work with Ozan Candogan, Ishai Menache, Asu Ozdaglar Laboratory for Information and Decision Systems Massachusetts Institute of Technology ICIAM - July 2011 1 / 21 Introduction Motivation Potential games are games in which preferences of all players are aligned with a global objective. easy to analyze pure Nash e
Our faculty members continue to make cutting edge contributions to neurobiology research, attracting significant research grants from leading government agencies and charitable foundations. At the same time, the Department of Neurobiology is dedicated to cultivating young scientists who will take up the quest for discovery to benefit future generations. Our laboratories are teeming with some of th
Manifolds, Higher Categories and Topological Field Theories Nick Rozenblyum (w/ David Ayala) Northwestern University January 7, 2012 Nick Rozenblyum (w/ David Ayala) Manifolds, Higher Categories and Topological Field Theories 1 Motivation Goal Study the homotopy theory of manifolds. Nick Rozenblyum (w/ David Ayala) Manifolds, Higher Categories and Topological Field Theories 2 Motivation Goal Study
Finite element differential forms Douglas N. Arnold Institute for Mathematics and its Applications University of Minnesota July 17, 2007 1 / 19 Background The finite element exterior calculus is a new way of looking at finite element spaces used to discretize some of the most fundamental differential operators. It has brought great clarity and unity to the development and analysis of mixed finite
Ask a scientist about Hollywood, and you’ll probably get eye rolls. But ask someone in Hollywood about science, and they’ll see dollar signs: moviemakers know that science can be the source of great stories, with all the drama and action that blockbusters require. That’s a huge mistake, says Randy Olson: Hollywood has a lot to teach scientists about how to tell a story—and, ultimately, how to do s
James J. Heckman, the Henry Schultz Distinguished Service Professor in Economics, is known for both his theoretical work and empirical research. In this Friedman Forum, he discusses an economist’s tools and approach, and shows how they can be applied to address serious policy issues. This video is part of our Economics Amplified podcast series, which can be found on YouTube, iTunes, and MindOnline
Cloth $115.00 ISBN: 9789462980136 Will Publish July 2018 For sale only in the United States, its dependencies, the Philippines, and Canada The Yugoslav Black Wave was a controversial and highly contested movement of filmmakers in the 1960s in socialist Yugoslavia—a country situated at the time in a political, cultural, and social middle ground between the communist East and the capitalist West. It
Combining large datasets, social scientific methods, and close reading approaches, this project investigated the social dimensions of modernist literary history and aesthetics. Global Literary Networks was a two-year digital humanities research project that examined the production, diffusion, and reception of literature on a macro-interpretative scale using tools of network analysis and network vi
Associate Professor of Japanese Literature, East Asian Languages and Civilizations My teaching and research center on modern Japan, with specific interests in the history of media and communication, cultural analytics, sociology of literature, book history, and environmental history. Cultural analytics has been a primary area of interest since 2010. I have written and collaborated on several essay
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