Lorenz Sparrenberg
Scholar

Lorenz Sparrenberg

Google Scholar ID: QCAa5EkAAAAJ
University of Bonn
LLMData ScienceRepresentation Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
8
 
H-index
2
 
i10-index
0
 
Publications
14
 
Co-authors
0
 
Contact
No contact links provided.
Publications
7 items
Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety
2026
Cited
0
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation
2026
Cited
0
From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening
2025
Cited
0
How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation
2025
Cited
0
SynCED-EnDe 2025: A Synthetic and Curated English - German Dataset for Critical Error Detection in Machine Translation
2025
Cited
0
A Survey on Current Trends and Recent Advances in Text Anonymization
2025
Cited
0
Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published in Nature, 2021
  • - Best Paper Award at the International Conference on Machine Learning, 2022
Research Experience
  • - Senior Researcher, Google AI Lab, 2020-Present
  • - Intern, Microsoft Research, Summer 2018
Education
  • - Ph.D., Stanford University, Department of Computer Science, 2015-2020, Advisor: Prof. Li
  • - M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Specialization: Computer Science
  • - Brief Introduction: Focused on developing efficient AI algorithms.
Miscellany
  • - Hobbies: Mountain Climbing, Hackathons
  • - Personal Interests: Exploring New Technologies
Co-authors
0 total
Co-authors: 0 (list not available)