Preslav Aleksandrov

PhD student, University of Cambridge

Joined

May 2024

Names

Preslav Aleksandrov (Preferred)

Emails

****@cam.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student

University of Cambridge (cam.ac.uk)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

DES-LOC: Desynced Low Communication Adaptive Optimizers for Foundation Models
Alex Iacob, Lorenzo Sani, Mher Safaryan, Paris Giampouras, Samuel Horváth, Andrej Jovanovic, Meghdad Kurmanji, Preslav Aleksandrov, William F. Shen, Xinchi Qiu, Nicholas D. Lane
- ICLR 2026 Poster
- Readers: Everyone
Worldwide Federated Training of Language Models
Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
- FL@FM-NeurIPS'24 Oral
- Readers: Everyone
Worldwide Federated Training of Language Models
Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
The Future of Large Language Model Pre-training is Federated
Lorenzo Sani, Alex Iacob, Zeyu Cao, Bill Marino, Yan Gao, Tomas Paulik, Wanru Zhao, William F. Shen, Preslav Aleksandrov, Xinchi Qiu, Nicholas Donald Lane
- FL@FM-NeurIPS'24 Oral
- Readers: Everyone
Compliance Cards: Automated EU AI Act Compliance Analyses amidst a Complex AI Supply Chain
Bill Marino, Yaqub Chaudhary, Yulu Pi, Rui-Jie Yew, Preslav Aleksandrov, Carwyn Rahman, William F. Shen, Isaac Robinson, Nicholas Donald Lane
- RegML 2024
- Readers: Everyone

Co-Authors