Lucas Lange
About
- Since 03/2022 - Researcher / PhD Student at Leipzig University
- 2022 - M.Sc. Computer Science, Leipzig University
- 2019 - B.Sc. Computer Science, Leipzig University
Contact
- E-Mail: lange [at] informatik.uni-leipzig.de
- Office: Room P-416, Paulinum, Augustusplatz 10, 04109, Leipzig
- Phone: +49 341 97 32316
Research
- Privacy-Preserving Data Analysis (Machine Learning)
Thesis Supervision
Feel free to contact me for more info or topic proposals/requests.
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- Bachelor: Lukas Metz - Beating Super Mario Bros With AI: A Playful Comparison of Reinforcement Learning and Genetic Algorithms
- Master: Maximilian Heykeroth - Image Dataset Characteristics Under LiRA Membership Inference Attacks
- Master: Tobias Schreieder - Re-Identification Attacks on Smartwatch Health Data
- Bachelor: Lukas auf der Landwehr - Federated Learning on User-Level Data Distributions
- Bachelor: Julian Dietz - ImageNet Pre-training Strategies for DP-SGD
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- Bachelor: Daniel Grohmann (2023) - Kolorieren Historischer Fotos der Stadt Leipzig mit Deep-Learning-Techniken
- Master: Nils Wenzlitschke (2023) - Privacy-Preserving Smartwatch Health Data Generation For Stress Detection Using GANs
- Master: Borislav Degenkolb (2023) - Entwicklung eines Privatsphäre-erhaltenden Transformers zur Stresserkennung anhand von Smartwatch-Health-Daten
- Bachelor: Felix Vogel (2023) - Privatsphäre-erhaltende Sentiment Analyse auf Twitter
- Bachelor: Noah Rasp (2022) - A Study on the Impact of Class Imbalance on CNNs for Bee Health Detection
Publications
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Teaching
Lectures:
- DBS2: SoSe23 (Lecture on Pandas)
Tutorials:
Labs:
Data Warehouse / Data Mining: WiSe22/23
Seminars:
- Trends in Data Analytics and Machine Learning: WiSe22/23