Grzegorz Świrszcz

Publications by Year

Research Areas

Advanced Differential Equations and Dynamical Systems, Adversarial Robustness in Machine Learning, Advanced Graph Theory Research, Mathematical Dynamics and Fractals, Advanced Neural Network Applications

Most-Cited Works

• → Discovering faster matrix multiplication algorithms with reinforcement learning(2022)433 cited
• Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction(2009)
• Multi-level Lasso for Sparse Multi-task Regression(2012)
• Sobolev Training for Neural Networks(2017)
• Winning the KDD Cup Orange Challenge with ensemble selection(2009)
• Group Orthogonal Matching Pursuit for Logistic Regression(2011)
• → Distilling Policy Distillation(2019)39 cited
• → Local minima in training of neural networks(2016)39 cited
• → Invariant algebraic curves of large degree for quadratic system(2004)34 cited