Concepedia

Thomas Finley

TF

Statistics

Publications

13

Citations

11.9K

H-Index

12

Active since

1960

Affiliations

Cornell University(Current)

Duke University

Thomas Finley is an author at Cornell University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningKnowledge DiscoveryPattern RecognitionSupervised LearningLanguageData MiningLinguistics

Publications per year

1960–2017

13

Publications

13

LightGBM: A Highly Efficient Gradient Boosting Decision Tree

Guolin Ke, Qi Meng, Thomas Finley et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 9.5K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Cutting-plane training of structural SVMs

Thorsten Joachims, Thomas Finley, Chun-Nam Yu · Machine Learning · 2009 · 973 citations · Full text

Support Vector Machine, Machine Vision, Machine Learning +8

A support vector method for optimizing average precision

Yisong Yue, Thomas Finley, Filip Radlinski et al. · 2007 · 716 citations

Artificial Intelligence, Ranking Algorithm, Engineering +19

Training structural SVMs when exact inference is intractable

Thomas Finley, Thorsten Joachims · 2008 · 267 citations

Structured Prediction, Engineering, Machine Learning +16

Supervised clustering with support vector machines

Thomas Finley, Thorsten Joachims · 2005 · 211 citations

Engineering, Machine Learning, Corpus Linguistics +22

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