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