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Author

Kaan Ozkara

Observed name: Ozkara, Kaan
ORCID: 0000-0001-8382-9911
Observed ORCID: 0000-0001-8382-9911
OpenAlex ID: A5061122810
MuonBP: Faster Muon via Block-Periodic Orthogonalization
2025 · Khaled, Ahmed, Ozkara, Kaan, et al. · arXiv (Cornell University) · 32
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QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning
2021 · Ozkara, Kaan, Singh, Navjot, et al. · arXiv (Cornell University) · 32
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QuPeL: Quantized Personalization with Applications to Federated Learning
2021 · Ozkara, Kaan, Singh, Navjot, et al. · arXiv (Cornell University) · 5
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MADA: Meta-Adaptive Optimizers through hyper-gradient Descent
2024 · Ozkara, Kaan, Karakus, Can, et al. · arXiv (Cornell University) · 3
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A Generative Framework for Personalized Learning and Estimation: Theory, Algorithms, and Privacy
2022 · Ozkara, Kaan, Girgis, Antonious M., et al. · arXiv (Cornell University) · 2
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How to Train Your Little Dragon: Teaching a Small Language Model to Construct and Refine GPU Optimization Scripts
2026 · Tang, Annabelle Sujun, Tang, Wei, et al. · arXiv (Cornell University) · 1
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Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models
2026 · Deng, Wenlong, Huang, Jiaji, et al. · arXiv (Cornell University) · 1
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MEL: Multi-level Ensemble Learning for Resource-Constrained Environments
2025 · Gudipaty, Krishna Praneet, Hanafy, Walid A., et al. · arXiv (Cornell University) · 1
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Compatibility Matters: A Framework for Token-Level Teacher Selection in On-Policy Distillation
2026 · Wei, Stanley, Woo, Jiin, et al. · arXiv (Cornell University)
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Optimizing Large Language Models with Chained LMOs
2026 · Kim, Sungyoon, Ozkara, Kaan, et al. · arXiv (Cornell University)
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Teaching LLMs to Write System Kernels for AI Accelerators: Post-Training, Reasoning, and Agentic Optimization
2026 · Youngsuk Park, Rajarshi Saha, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
SPIRE: Conditional Personalization for Federated Diffusion Generative Models
2025 · Ozkara, Kaan, Zhou, Ruida, et al. · arXiv (Cornell University)
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ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning
2024 · Ozkara, Kaan, Huang, Bruce, et al. · arXiv (Cornell University)
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Personalized PCA for Federated Heterogeneous Data
2023 · Kaan Ozkara, Bruce Huang, et al. · IEEE International Symposium on Information Theory (ISIT)
Works count: 18
Citation count: 87
H-index: 4
I10-index: 3
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