Clemens JS Schaefer
Scholar

Clemens JS Schaefer

Google Scholar ID: VgWtDQcAAAAJ
Google LLC
Machine LearningQuantizationHardware-Software CodesignNeuromorphic Computing
Citations & Impact
All-time
Citations
1,122
 
H-index
7
 
i10-index
7
 
Publications
19
 
Co-authors
8
list available
Resume (English only)
Research Experience
  • Interned at Google LLC in the Core ML team and the ASML team during the summers of 2021 and 2022, working on quantization both times.
Education
  • Obtained an undergraduate degree in Business Administration (specialization in Economics) from the Catholic University Eichstätt-Ingolstadt and a Master's in Computational Finance from University College London. During that time, he was a scholarship holder of the Friedrich Naumann Foundation for Freedom. Currently, he is a 5th year PhD student in Computer Science and Engineering at the University of Notre Dame, under the supervision of Dr. Siddharth Joshi.
Background
  • Research interests focus on the quantization of deep neural networks and brain-inspired computing, particularly on enhancing the energy-efficiency of training and deploying neural network (NN) models using hardware-aware quantization as well as neuroscience-inspired algorithms (e.g., spiking neural networks).