Jonas Seng
Machine Learning Group, Computer Science Department, TU Darmstadt.
Hochschulstrasse 1, Building S1|03, 64289 Darmstadt, Germany.
jonas (dot) seng (at) tu-darmstadt (dot) de
jonas (dot) seng (at) tu-darmstadt (dot) de
Mission. My research interests are centered around AutoML which aims to automate building Machine Learning (ML) models and pipelines. By this, ML gets accessible for people without a background in this topic, models can be built faster in a more reproducable manner and ML-pipelines get less error-prone.
Currently my focus is Neural Architecture Search (NAS), Hyperparamter-optimization as well as connecting AutoML with Federated Learning (FL).
Timeline.
2021 - now: | Ph.D. candidate at the Machine Learning Lab, CS Department, TU Darmstadt, Germany. |
2019 - 2021: | M.Sc. Computer Science with focus AI & ML at CS Department, TU Darmstadt, Germany. |
2016 - 2019: | B.Sc. Computer Science at DHBW Mannheim in cooperation with DZ Bank AG, Germany. |