Følg
Kaan Ozkara
Kaan Ozkara
PhD Student, UCLA
Verifisert e-postadresse på ucla.edu - Startside
Tittel
Sitert av
Sitert av
År
Quped: Quantized personalization via distillation with applications to federated learning
K Ozkara, N Singh, D Data, S Diggavi
Advances in Neural Information Processing Systems 34, 3622-3634, 2021
632021
A statistical framework for personalized federated learning and estimation: Theory, algorithms, and privacy
K Ozkara, AM Girgis, D Data, SN Diggavi
International Conference on Learning Representations (ICLR), 2023., 2023
92023
A generative framework for personalized learning and estimation: Theory, algorithms, and privacy
K Ozkara, AM Girgis, D Data, S Diggavi
arXiv preprint arXiv:2207.01771, 2022
32022
QuPeL: Quantized personalization with applications to federated learning
K Ozkara, N Singh, D Data, S Diggavi
arXiv preprint arXiv:2102.11786, 2021
22021
Personalized pca for federated heterogeneous data
K Ozkara, B Huang, S Diggavi
2023 IEEE International Symposium on Information Theory (ISIT), 168-173, 2023
12023
ADEPT: Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning
K Ozkara, B Huang, R Zhou, S Diggavi
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
2025
Stochastic Rounding for LLM Training: Theory and Practice
K Ozkara, T Yu, Y Park
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
2025
Hierarchical Bayes Approach to Personalized Federated Unsupervised Learning
K Ozkara, B Huang, R Zhou, S Diggavi
arXiv e-prints, arXiv: 2402.12537, 2024
2024
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent
K Ozkara, C Karakus, P Raman, M Hong, S Sabach, B Kveton, V Cevher
Proceedings of the 41st International Conference on Machine Learning 235 …, 2024
2024
Systemet kan ikke utføre handlingen. Prøv på nytt senere.
Artikler 1–9