Kärkkäinen, Tommi

5 publications

MLJ 2025 Minimal Learning Machine for Multi-Label Learning Joonas Hämäläinen, Antoine Hubermont, Amauri H. Souza, César L. C. Mattos, João P. P. Gomes, Tommi Kärkkäinen

ICLR 2023 More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 Using Sparsity Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Kärkkäinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang

JMLR 2020 Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection Joonas Hämäläinen, Alisson S. C. Alencar, Tommi Kärkkäinen, César L. C. Mattos, Amauri H. Souza Júnior, João P. P. Gomes

NeCo 2004 Robust Formulations for Training Multilayer Perceptrons Tommi Kärkkäinen, Erkki Heikkola

NeCo 2002 MLP in Layer-Wise Form with Applications to Weight Decay Tommi Kärkkäinen