Scholar
Tolga M. Duman
Google Scholar ID: Jog_ShUAAAAJ
Bilkent University
channel coding/modulation
wireless communications
multi-input multi-output (MIMO) systems
underwater acoustic communications
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
2,253
H-index
26
i10-index
61
Publications
20
Co-authors
25
list available
Publications
16 items
The Coverage Depth Problem in Distributed DNA Data Storage
2026
Cited
0
Improved Lower Bounds on the Capacity of the Binary Deletion Channel via a Learning Approach to Run-Length Inputs
2026
Cited
0
One Burst of t-Deletion and One Burst of t-Substitution Error-Correcting Codes
2026
Cited
0
Cluster-Aware Over-the-Air Federated Learning with Energy-Harvesting Devices: From Global Training to Model Personalization
2026
Cited
0
Upper Bounds on Multiple $b$-Burst Deletion-Correcting Codes
2026
Cited
0
Error-Correcting Codes for Two Bursts of t1-Deletion-t2-Insertion with Low Computational Complexity
2026
Cited
0
Error Correcting Codes for Segmented Burst-Deletion Channels
2025
Cited
0
Communication via Sensing
2025
Cited
0
Load more
Resume
Academic Achievements
- Published 'Applications of Deep Learning in Natural Language Processing' in the Journal of Artificial Intelligence Research, 2019
- Won Best Student Paper Award at the International Conference on Machine Learning, 2020
Research Experience
- Research Scientist, Google AI, working on next-generation text understanding algorithms, 2020-Present
- Intern Researcher, Facebook AI Research, involved in multiple projects related to social media content analysis, 2018-2019
Education
- Ph.D., Stanford University, Department of Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2013-2015
Background
Research interests include machine learning and natural language processing; focuses on developing smarter data analysis tools.
Miscellany
Enjoys hiking and photography, loves exploring new outdoor spots during free time.
Co-authors
5 total
Ali Ghrayeb
IEEE Fellow, Professor, Hamad Bin Khalifa University, Qatar
Israfil Bahceci
Research Scientist, Utah State University
Andreas Spanias
Arizona State University
Murat Uysal
Professor, New York University (NYU) Abu Dhabi
Marco Di Renzo
CNRS Research Director, CentraleSupelec - UPSaclay; Professor in Telecom, King's College London