Guy Lebanon

Computer Science · Physical Sciences

28h-index2.5kcitations110works0.02yr avg
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Research Topics

Image Retrieval and Classification Techniques(11), Data Management and Algorithms(10), Machine Learning and Algorithms(10), Advanced Text Analysis Techniques(10), Topic Modeling(8)

Publications110 total

C2AL: Cohort-Contrastive Auxiliary Learning for Large-scale Recommendation Systems
arXiv (Cornell University)·2025Open Access
Computing with Data: An Introduction to the Data Industry
2019· 1 cited
Essential Knowledge: Parallel Programming
2018
Introduction: How to Use This Book?
2018
Thoughts on System Design for Big Data
2018
Visualizing Data in R and Python
2018· 5 cited
Essential Knowledge: Data Stores
2018
Learning Python and a Few More Things
2018
A Few More Things About Programming
2018
Learning R
2018
Essential Knowledge: Testing
2018
Processing Data in R and Python
2018
Learning C++
2018
Essential Knowledge: Operating Systems
2018· 1 cited
Learning Java
2018
Thoughts on Software Craftsmanship
2018
Computing with Data
2018· 2 cited
Essential Knowledge: Hardware
2018
Smooth sparse coding via marginal regression for learning sparse representations
Artificial Intelligence·2016· 26 citedOpen Access
LLORMA: local low-rank matrix approximation
Journal of Machine Learning Research·2016· 86 cited
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Frequent Co-authors

John Lafferty(7), Joonseok Lee(7), Krishnakumar Balasubramanian(5), Yi Mao(5), Mingxuan Sun(4), Fuxin Li(4), Joshua V. Dillon(4), Seungyeon Kim(3), Yoram Singer(3), Kevyn Collins‐Thompson(3), Samy Bengio(2), Yi Mao(2), Paolo Gibilisco(2), R. F. Streater(2), Pınar Dönmez(2), Haesun Park(2), Elisa Bertino(2), Gaspar Modelo-Howard(2), Saurabh Bagchi(2), Alfred M. Bruckstein⋆(2)