Persistence diagrams with linear machine learning models

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

Object recognition from local scale-invariant features

David Lowe · 1999 · 16.2K citations

Computing, Computer Science, Vision Science +17

Video Google: a text retrieval approach to object matching in videos

Sivic, Zisserman · 2003 · 6.4K citations

Computing, Computer Science, Computer Vision +16

Visual categorization with bags of keypoints

G. Csurka · 2004 · 4.2K citations

Computing, Computer Science, Computer Vision +16