Michael Collins - Concepedia

Author

Michael Collins

Massachusetts Institute of Technology ORCID

Also Known As

Collins, Michael, M. Collins, MICHAEL J. COLLINS, Michael Collins, Michael J. Collins

Publications

2.9K

Citations

H-Index

Concepts

All Affiliations

Massachusetts Institute of Technology Columbia University AT&T (United States)Toyota Technological Institute at Chicago University of Pennsylvania

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	862
2	Computer Science	7	7	357
3	Data Science	6	6	815
4	Language Studies	3	3	562
5	Linguistics	3	3	562

Michael Collins

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
Logistic Regression, AdaBoost and Bregman Distances Michael Collins, Robert E. Schapire, Yoram Singer Machine Learning	2002	682
New ranking algorithms for parsing and tagging Michael Collins, Nigel Duffy EngineeringTaggingPart-of-speech TaggingText MiningNatural Language Processing	2001	505
Online Learning of Relaxed CCG Grammars for Parsing to Logical Form Luke Zettlemoyer, Michael Collins	2007	412
A Generalization of Principal Components Analysis to the Exponential Family Michael Collins, Sanjoy Dasgupta, Robert E. Schapire	2001	386
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks Michael Collins, Amir Globerson, Terry Koo, Journal of Machine Learning Research Mathematical ProgrammingEngineeringMachine LearningData ScienceMaximum-margin Models	2008	141
Structured Prediction Models via the Matrix-Tree Theorem Terry Koo, Amir Globerson, Xavier Carreras, RECERCAT (Consorci de Serveis Universitaris de Catalunya)	2007	129
Exponentiated Gradient Algorithms for Large-margin Structured Classification Peter L. Bartlett, Michael Collins, Ben Taskar, QUT ePrints (Queensland University of Technology)	2004	65
Experiments with Spectral Learning of Latent-Variable PCFGs Shay B. Cohen, Karl Stratos, Michael Collins, ScholarlyCommons (University of Pennsylvania)	2013	57
Case-factor diagrams for structured probabilistic modeling David McAllester, Michael Collins, Fernando Pereira Uncertainty in Artificial Intelligence EngineeringComputational ComplexityFormal VerificationStatistical Relational LearningCase-factor Diagrams	2004	53
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation Alexander M. Rush, Michael Collins	2011	49

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