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» On the Complexity of Function Learning
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TCC
2010
Springer
175views Cryptology» more  TCC 2010»
15 years 3 months ago
Obfuscation of Hyperplane Membership
Previous work on program obfuscation gives strong negative results for general-purpose obfuscators, and positive results for obfuscating simple functions such as equality testing (...
Ran Canetti, Guy N. Rothblum, Mayank Varia
IROS
2007
IEEE
110views Robotics» more  IROS 2007»
15 years 11 months ago
From primitive behaviors to goal-directed behavior using affordances
— In this paper, we studied how a mobile robot equipped with a 3D laser scanner can start from primitive behaviors and learn to use them to achieve goal-directed behaviors. For t...
Mehmet Remzi Dogar, Maya Cakmak, Emre Ugur, Erol S...
ETS
2002
IEEE
132views Hardware» more  ETS 2002»
15 years 4 months ago
Theories for Deep Change in Affect-sensitive Cognitive Machines: A Constructivist Model
There is interplay between emotions and learning, but this interaction is far more complex than previous learning theories have articulated--this interplay interacts with other re...
Barry Kort, Rob Reilly

Book
376views
17 years 2 months ago
An Exploration of Random Processes for Engineers
"From an applications viewpoint, the main reason to study the subject of these notes is to help deal with the complexity of describing random, time-varying functions. A random...
Bruce Hajek
COLT
2007
Springer
15 years 11 months ago
Learning Large-Alphabet and Analog Circuits with Value Injection Queries
Abstract. We consider the problem of learning an acyclic discrete circuit with n wires, fan-in bounded by k and alphabet size s using value injection queries. For the class of tran...
Dana Angluin, James Aspnes, Jiang Chen, Lev Reyzin