E. T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983. Home/Search Document Not in Database Summary Related Articles Check |
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Inducing Features Of Random Fields - Pietra, Pietra, Lafferty (1995) (103 citations) (Correct)
....solved using Monte Carlo techniques to compute expectations of random variables. The application that we present uses Gibbs sampling to compute expectations, and the resulting equations are then solved using Newton s method. Our method can be viewed in terms of the principle of maximum entropy [26], which instructs us to assume an exponential form for our distributions, with the parameters viewed as Lagrange multipliers. The techniques that we develop in this paper apply to exponential models in general. We formulate our approach in terms of random fields because this provides a convenient ....
E. T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983.
Inducing Features of Random Fields - Pietra, Pietra, Lafferty (1997) (103 citations) (Correct)
....be solved using Monte Carlo techniques to compute expectations of random variables. The application that we present uses Gibbs sampling to compute expectations, and the resulting equations are then solved using Newton s method. Our method can be viewed in terms of the principle of maximum entropy [19], which instructs us to assume an exponential form for our distributions, with the parameters viewed as Lagrange multipliers. The techniques that we develop in this paper apply to exponential models in general. We formulate our approach in terms of random fields because this provides a convenient ....
E. T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983.
Clearing Up Mysteries - The Original Goal - Jaynes (1989) (1 citation) Self-citation (Jaynes) (Correct)
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T. Jaynes, Papers on Probability, Statistics and Statistical Physics , R. D. Rosenkrantz, Editor, D. Reidel Publishing Co., Dordrecht--Holland (1983).
IEEE TRANSACTIONS PATTERN ANALYSIS AND MACHINE.. - Stephen Della Pietra (1980) (28 citations) (Correct)
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E. T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983.
Additive Models, Boosting, and Inference for Generalized.. - Lafferty (1999) (2 citations) (Correct)
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E.T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983.
Additive Models, Boosting, and Inference for Generalized.. - Lafferty (1999) (2 citations) (Correct)
No context found.
E.T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983.
Maximum Entropy And Iterative Scaling - Pietra, Pietra, Lafferty (Correct)
No context found.
E. T. Jaynes, Papers on Probability, Statistics, and Statistical Physics, R. Rosenkrantz, ed., D. Reidel Publishing Co., Dordrecht--Holland, 1983.
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