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» The Finite and the Infinite
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NIPS
2001
13 years 11 months ago
The Infinite Hidden Markov Model
We show that it is possible to extend hidden Markov models to have a countably infinite number of hidden states. By using the theory of Dirichlet processes we can implicitly integ...
Matthew J. Beal, Zoubin Ghahramani, Carl Edward Ra...
SIGCSE
2000
ACM
169views Education» more  SIGCSE 2000»
14 years 2 months ago
Design patterns for lazy evaluation
We propose an object-oriented (OO) formulation and implementation of lazy/delayed evaluation by reusing and extending an existing linear recursive structure (LRS) framework with t...
Dung Zung Nguyen, Stephen B. Wong
ICDT
2009
ACM
119views Database» more  ICDT 2009»
14 years 10 months ago
Querying data sources that export infinite sets of views
We study the problem of querying data sources that accept only a limited set of queries, such as sources accessible by Web services which can implement very large (potentially inf...
Bogdan Cautis, Alin Deutsch, Nicola Onose
NIPS
2008
13 years 11 months ago
Multi-Agent Filtering with Infinitely Nested Beliefs
In partially observable worlds with many agents, nested beliefs are formed when agents simultaneously reason about the unknown state of the world and the beliefs of the other agen...
Luke S. Zettlemoyer, Brian Milch, Leslie Pack Kael...
APAL
2008
104views more  APAL 2008»
13 years 10 months ago
Infinite trace equivalence
We solve a longstanding problem by providing a denotational model for nondeterministic programs that identifies two programs iff they have the same range of possible behaviours. W...
Paul Blain Levy