Peter F. Brown

Probabilistic & Bayesian Methods · 1986–1993

A researcher in the Science corpus: 8 papers; trusts 7 researchers and is trusted by 381 researchers here, as inferred from the citation graph.

Subfields

• Probabilistic & Bayesian Methods — 10 citations into it
• Natural Language Processing — 8 citations into it; #244 of 5,688 by trust here, #335 by citations
• Speech & Audio — 8 citations into it; #118 of 1,076 by trust here, #350 by citations

Whom Peter F. Brown trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Frederick Jelinek
2. Arthur P. Dempster
3. James K. Baker
4. Nan M. Laird
5. Robert L. Mercer
6. Donald B. Rubin
7. John Cocke
8. Slava M. Katz
9. John I. Makhoul
10. Jennifer C. Lai

Who trusts Peter F. Brown overall

1. Yoshua Bengio
2. Percy Liang
3. Franz Joseph Och
4. Jianfeng Gao
5. Noah A. Smith
6. Philipp Koehn
7. Holger Schwenk
8. Felix Stahlberg
9. Jacob Andreas
10. Kevin Gimpel

Papers from Peter F. Brown's perspective

Ordered by how strongly the researchers Peter F. Brown trusts endorse each paper. Same corpus, a different order for every researcher.

1. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
2. Machine translation of languages
3. A Maximum Likelihood Approach to Continuous Speech Recognition
4. A Statistical Approach to Machine Translation
5. Computational analysis of present-day American English
6. A convergent gambling estimate of the entropy of English
7. A Statistical Approach to Language Translation
8. An Introduction to Probability Theory and Its Applications
9. Aligning Sentences in Parallel Corpora
10. Information Theory: 1948-1998 - Guest Editorial

Their papers

• The Mathematics of Statistical Machine Translation: Parameter Estimation (1993)
• Class-Based n-gram Models of Natural Language (1992)
• An Estimate of an Upper Bound for the Entropy of English (1992)
• Aligning Sentences in Parallel Corpora (1991)
• A Statistical Approach to Machine Translation (1990)
• A Statistical Approach to Language Translation (1988)
• The acoustic-modeling problem in automatic speech recognition (1987)
• Maximum mutual information estimation of hidden Markov model parameters for speech recognition (1986)