Erik Schultheis
Scholar

Erik Schultheis

Google Scholar ID: MGxmO7EAAAAJ
PhD Candidate, Aalto University
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Citations & Impact
All-time
Citations
214
 
H-index
8
 
i10-index
6
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
7 items
DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers
2026
Cited
0
Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation
2026
Cited
0
LLMQ: Efficient Lower-Precision Pretraining for Consumer GPUs
2025
Cited
0
ELMO: Efficiency via Low-precision and Peak Memory Optimization in Large Output Spaces
2025
Cited
0
DynaSpec: Context-aware Dynamic Speculative Sampling for Large-Vocabulary Language Models
2025
Cited
0
SVD-Free Low-Rank Adaptive Gradient Optimization for Large Language Models
2025
Cited
0
Navigating Extremes: Dynamic Sparsity in Large Output Space
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
9 total
Rohit Babbar
Rohit Babbar
University of Bath, UK
Marek Wydmuch
Marek Wydmuch
Poznan University of Technology
Krzysztof Dembczyński
Krzysztof Dembczyński
Poznan University of Technology
Co-author 4
Co-author 4
Siddhant Kharbanda
Siddhant Kharbanda
Inception AI, UCLA
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Wojciech Kotłowski
Wojciech Kotłowski
Poznan University of Technology