Mathieu Blondel
Publications by Year
Research Areas
Machine Learning and Algorithms, Sparse and Compressive Sensing Techniques, Face and Expression Recognition, Neural Networks and Applications, Topic Modeling
Most-Cited Works
- → Scikit-learn: Machine Learning in Python(2012)63,383 cited
- API design for machine learning software: experiences from the scikit-learn project(2013)
- → Soft-DTW: a Differentiable Loss Function for Time-Series(2017)140 cited
- → A Ranking Approach to Genomic Selection(2015)84 cited
- → Large-Scale Optimal Transport and Mapping Estimation(2017)79 cited
- → Block coordinate descent algorithms for large-scale sparse multiclass classification(2013)70 cited
- → Differentiable Dynamic Programming for Structured Prediction and Attention(2018)55 cited
- → Deep embedding and alignment of protein sequences(2022)54 cited
- → Higher-Order Factorization Machines(2016)51 cited