Scholar
Kaan Ozkara
Google Scholar ID: W-JoHj0AAAAJ
Applied Scientist, AWS
Deep Learning
Optimization
Model Compression
Federated Learning
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Citations & Impact
All-time
Citations
123
H-index
3
i10-index
2
Publications
13
Co-authors
9
list available
Publications
7 items
Optimizing Large Language Models with Chained LMOs
2026
Cited
0
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models
2026
Cited
0
MuonBP: Faster Muon via Block-Periodic Orthogonalization
2025
Cited
0
MEL: Multi-level Ensemble Learning for Resource-Constrained Environments
2025
Cited
0
SPIRE: Conditional Personalization for Federated Diffusion Generative Models
2025
Cited
0
Stochastic Rounding for LLM Training: Theory and Practice
2025
Cited
0
Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning
arXiv.org · 2024
Cited
0
Co-authors
7 total
Suhas Diggavi
UCLA
Antonious M. Girgis
Research Scientist, Google DeepMind
Parameswaran Raman
Research Scientist, Meta
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Mingyi Hong
Associate Professor, University of Minnesota; Amazon AGI
Branislav Kveton
Adobe Research
Shoham Sabach
Associate Professor, Cornell, School of Operations Research and Information Engineering
