Kaan Ozkara
Scholar

Kaan Ozkara

Google Scholar ID: W-JoHj0AAAAJ
Applied Scientist, AWS
Deep LearningOptimizationModel CompressionFederated Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
123
 
H-index
3
 
i10-index
2
 
Publications
13
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
6 items
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
Resume (English only)
Co-authors
9 total
Suhas Diggavi
Suhas Diggavi
UCLA
Co-author 2
Co-author 2
Antonious M. Girgis
Antonious M. Girgis
Research Scientist, Google DeepMind
Co-author 4
Co-author 4
Parameswaran Raman
Parameswaran Raman
Research Scientist, Meta
Volkan Cevher
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
Mingyi Hong
Mingyi Hong
Associate Professor, University of Minnesota; Amazon AGI
Branislav Kveton
Branislav Kveton
Adobe Research