Torkkola, Kari

9 publications

TMLR 2024 Chronos: Learning the Language of Time Series Abdul Fatir Ansari, Lorenzo Stella, Ali Caner Turkmen, Xiyuan Zhang, Pedro Mercado, Huibin Shen, Oleksandr Shchur, Syama Sundar Rangapuram, Sebastian Pineda Arango, Shubham Kapoor, Jasper Zschiegner, Danielle C. Maddix, Hao Wang, Michael W. Mahoney, Kari Torkkola, Andrew Gordon Wilson, Michael Bohlke-Schneider, Bernie Wang

TMLR 2024 Scaling Laws for Imitation Learning in Single-Agent Games Jens Tuyls, Dhruv Madeka, Kari Torkkola, Dean Foster, Karthik R Narasimhan, Sham M. Kakade

JMLR 2009 Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination Eugene Tuv, Alexander Borisov, George Runger, Kari Torkkola

ECML-PKDD 2005 Ensemble Learning with Supervised Kernels Kari Torkkola, Eugene Tuv

IJCAI 2003 Active Learning with Ensembles for Image Classification Huan Liu, Amit Mandvikar, Patricia G. Foschi, Kari Torkkola

NeurIPS 2001 Learning Discriminative Feature Transforms to Low Dimensions in Low Dimentions Kari Torkkola

ICML 2000 Dimension Reduction Techniques for Training Polynomial Networks William M. Campbell, Kari Torkkola, Sreeream V. Balakrishnan

ICML 2000 Mutual Information in Learning Feature Transformations Kari Torkkola, William M. Campbell

NeurIPS 1997 Blind Separation of Radio Signals in Fading Channels Kari Torkkola