Concepedia

Michael Collins

MC

Statistics

Publications

18

Citations

2.7K

H-Index

18

Active since

1999

Affiliations

Massachusetts Institute of Technology(Current)

Columbia University

AT&T (United States)

Toyota Technological Institute at Chicago

University of Pennsylvania

Michael Collins is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and data science.

ORCID

Top concepts

Publications per year

1999–2014

18

Publications

18

Logistic Regression, AdaBoost and Bregman Distances

Michael Collins, Robert E. Schapire, Yoram Singer · Machine Learning · 2002 · 682 citations · Full text

New ranking algorithms for parsing and tagging

Michael Collins, Nigel Duffy · 2001 · 505 citations · Full text

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Online Learning of Relaxed CCG Grammars for Parsing to Logical Form

Luke Zettlemoyer, Michael Collins · 2007 · 412 citations

A Generalization of Principal Components Analysis to the Exponential Family

Michael Collins, Sanjoy Dasgupta, Robert E. Schapire · 2001 · 386 citations

Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks

Michael Collins, Amir Globerson, Terry Koo et al. · Journal of Machine Learning Research · 2008 · 141 citations

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