Concepedia

Author

Alex Kulesza

University of Michigan

Also Known As

Alex Kulesza, Kulesza, Alex

62

Publications

7.4K

Citations

26

H-Index

71

Concepts

All Affiliations

University of MichiganUniversity of PennsylvaniaJohns Hopkins UniversityAnn Arbor Center for Independent LivingGoogle (United States)
AK

About

Alex Kulesza is an author at University of Michigan specializing in engineering, data science, and machine learning.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

15

18

1.5K

2

Language Studies

2

2

484

3

Business

1

1

47

4

Management

1

1

85

5

Public Health

1

1

10

Alex Kulesza

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36

Publications

6.7K

Citations

26

H-Index

YearCitations

A theory of learning from different domains

Shai Ben-David, John Blitzer, Koby Crammer,

Machine Learning

2009

3.4K

Determinantal Point Processes for Machine Learning

Alex Kulesza

Foundations and Trends® in Machine Learning

2012

598

Learning Bounds for Domain Adaptation

John Blitzer, Koby Crammer, Alex Kulesza,

2007

377

Confidence estimation for machine translation

John Blatz, Erin Fitzgerald, George Foster,

2004

354

Adaptive regularization of weight vectors

Koby Crammer, Alex Kulesza, Mark Dredze

Machine Learning

2013

350

k-DPPs: Fixed-Size Determinantal Point Processes

Alex Kulesza, Ben Taskar

2011

196

A Repository of State of the Art and Competitive Baseline Summaries for Generic News Summarization

Kai Hong, John M. Conroy, Benoît Favre,

2015

130

Structured Learning with Approximate Inference

Alex Kulesza, Fernando Pereira

2007

128

Multi-domain learning by confidence-weighted parameter combination

Mark Dredze, Alex Kulesza, Koby Crammer

Machine Learning

2009

120

Learning Determinantal Point Processes

Alex Kulesza, Ben Taskar

arXiv (Cornell University)

2012

108

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