Tommi Kärkkäinen

Full Professor, University of Jyväskylä

Joined

July 2019

Names

Tommi Kärkkäinen

Emails

****@jyu.fi (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Jyväskylä (jyu.fi)

2002 – Present

Advisors, Relations & Conflicts

PhD Advisor

Pekka Neittaanmaki

1991 – 1995

Expertise

data mining

Present

machine learning

Present

learning analytics

Present

Publications

Reversible Lifelong Model Editing via Semantic Routing-Based LoRA
Haihua Luo, Xuming Ran, Tommi Kärkkäinen, Zhonghua Chen, Jiangrong Shen, Qi Xu, Fengyu Cong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Representation Finetuning for Continual Learning
Haihua Luo, Xuming Ran, Tommi Kärkkäinen, Huiyan Xue, Qi Xu, Fengyu Cong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Handling outliers and concept drift in online mass flow prediction in CFB boilers
Jorn Bakker, Mykola Pechenizkiy, Indre Zliobaite, Andriy Ivannikov, Tommi Kärkkäinen
- 2009 (modified: 12 Nov 2022)
- KDD Workshop on Knowledge Discovery from Sensor Data 2009
- Readers: Everyone

Co-Authors