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Št. zadetkov: 9
How to Grow a Mind: Statistics, Structure and Abstraction
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;artificial intelligence;social sciences;sociology;social sciences methodology and statistics;mathematics;statistics;machine learning;bayesian learning
The fields of cognitive science and artificial intelligence grew up together, with the twin goals of understanding human minds and making machines smarter in more humanlike ways. Yet since the 1980s they have mostly grown apart, as cognitive scientists came to see AI as too focused on applications a ...
Leto: 2012 Vir: videolectures.net
Bayesian models of human inductive learning
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;machine learning;social sciences;psychology;developmental psychology;bayesian learning
In everyday learning and reasoning, people routinely draw successful generalizations from very limited evidence. Even young children can infer the meanings of words, hidden properties of objects, or the existence of causal relations from just one or a few relevant observations -- far outstripping th ...
Leto: 2007 Vir: videolectures.net
Explorations in Language Learnability Using Probabilistic Grammars and Child-directed Speech
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;computational linguistics
How do kids manage to figure out that the word “dog” applies to a whole category of animals, not just one creature? Joshua Tenenbaum wants to understand how children and adults manage to solve such classic problems of induction. Throughout cognition, wherever you look, he says “we see places where ...
Leto: 2007 Vir: videolectures.net
Machine Learning and Cognitive Science
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;machine learning;science;cognitive science
Leto: 2009 Vir: videolectures.net
Baysian models and cognitive development
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;machine learning;bayesian learning
Leto: 2010 Vir: videolectures.net
What is cognitive science?
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2010 Vir: videolectures.net
Finding structure in data
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2010 Vir: videolectures.net
How to Grow a Mind: Statistics, Structure and Abstraction
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;artificial intelligence
How do humans come to know so much about the world from so little data? Even young children can infer the meanings of words, the hidden properties of objects, or the existence of causal relations from just one or a few relevant observations -- far outstripping the capabilities of conventional learni ...
Leto: 2010 Vir: videolectures.net
Two architectures for one-shot learning
Joshua B. Tenenbaum
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning
People can learn a new visual concept almost perfectly from just a single example, yet machine learning algorithms typically require hundreds of examples to perform similarly. Humans can also use their learned concepts in richer ways than conventional machine learning systems, to parse objects into ...
Leto: 2013 Vir: videolectures.net
Št. zadetkov: 9
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