76 citations · 76 across the 10 of their papers we have counts for
5 papers · 1 filter
Learning-Enhanced Composite DNA Data Storage Under Sampling Randomness and IDS Errors
Busra Tegin, Tolga M Duman
DNA data storage offers a high-density, long-term alternative to conventional storage systems, addressing the exponential growth of digital data. Composite DNA extends this paradig…
On the Capacity of Insertion Channels for Small Insertion Probabilities
Busra Tegin, Tolga M Duman
Channels with synchronization errors, such as deletion and insertion errors, are crucial in DNA storage, data reconstruction, and other applications. These errors introduce memory…
Capacity Approximations for Insertion Channels with Small Insertion Probabilities
Busra Tegin, Tolga M Duman
Channels with synchronization errors, exhibiting deletion and insertion errors, find practical applications in DNA storage, data reconstruction, and various other domains. Presence…
Straggler Mitigation through Unequal Error Protection for Distributed Matrix Multiplication
Busra Tegin, Eduin E. Hernandez, Stefano Rini +1
Large-scale machine learning and data mining methods routinely distribute computations across multiple agents to parallelize processing. The time required for computation at the ag…
Blind Federated Learning at the Wireless Edge with Low-Resolution ADC and DAC
Busra Tegin, Tolga M. Duman
We study collaborative machine learning systems where a massive dataset is distributed across independent workers which compute their local gradient estimates based on their own da…