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LREC
2008
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13 years 10 months ago
RACAI's Linguistic Web Services
Nowadays, there are hundreds of Natural Language Processing applications and resources for different languages that are developed and/or used, almost exclusively with a few but no...
Dan Tufis, Radu Ion, Alexandru Ceausu, Dan Stefane...
NIPS
2008
13 years 10 months ago
Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
Randomized neural networks are immortalized in this well-known AI Koan: In the days when Sussman was a novice, Minsky once came to him as he sat hacking at the PDP-6. "What a...
Ali Rahimi, Benjamin Recht
UAI
2004
13 years 10 months ago
On the Choice of Regions for Generalized Belief Propagation
Generalized belief propagation (GBP) has proven to be a promising technique for approximate inference tasks in AI and machine learning. However, the choice of a good set of cluste...
Max Welling
WSPI
2004
13 years 10 months ago
Logic, Neuroscience and Phenomenology in Cahoots?
Cognitive sciences, including cognitive neurosciences, have provided important insights into the notions of awareness, implicit/explicit information processing in knowledge, percep...
Ahti-Veikko Pietarinen
UAI
1996
13 years 10 months ago
A Qualitative Markov Assumption and Its Implications for Belief Change
The study of belief change has been an active area in philosophy and AI. In recent years, two special cases of belief change, belief revision and belief update, have been studied ...
Nir Friedman, Joseph Y. Halpern