Grzegorz Świrszcz

Discovering faster matrix multiplication algorithms with reinforcement learning

Alhussein Fawzi, Matej Balog, Aja Huang et al. · Nature · 2022 · 426 citations · Full text

Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction

Grzegorz Świrszcz, Naoki Abe, Aurélie Lozano · Neural Information Processing Systems · 2009 · 100 citations

Engineering, Machine Learning, Feature Selection +16

Multi-level Lasso for Sparse Multi-task Regression

Grzegorz Świrszcz, Aurélie Lozano · International Conference on Machine Learning · 2012 · 86 citations

Flexible Formulation, Sparse Representation, Engineering +14

Sobolev Training for Neural Networks

Wojciech Marian Czarnecki, Simon Osindero, Max Jaderberg et al. · Neural Information Processing Systems · 2017 · 76 citations

Artificial Intelligence, Engineering, Machine Learning +17

Winning the KDD Cup Orange Challenge with ensemble selection

Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Świrszcz et al. · Knowledge Discovery and Data Mining · 2009 · 66 citations

Artificial Intelligence, Engineering, Machine Learning +9