3 citations · 5 across the 15 of their papers we have counts for
5 papers · 1 filter
Utilizing Free Clients in Federated Learning for Focused Model Enhancement
Aditya Narayan Ravi, Ilan Shomorony
Federated Learning (FL) is a distributed machine learning approach to learn models on decentralized heterogeneous data, without the need for clients to share their data. Many exist…
Fundamental Limits of Reference-Based Sequence Reordering
Nir Weinberger, Ilan Shomorony
The problem of reconstructing a sequence of independent and identically distributed symbols from a set of equal size, consecutive, fragments, as well as a dependent reference seque…
Fundamental Limits of Multiple Sequence Reconstruction from Substrings
Kel Levick, Ilan Shomorony
The problem of reconstructing a sequence from the set of its length- substrings has received considerable attention due to its various applications in genomics. We study an unco…
Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing
Yun-Han Li, Ryan Gabrys, Jin Sima +2
Motivated by testing for pathogenic diseases we consider a new nonadaptive group testing problem for which: (1) positives occur within a burst, capturing the fact that infected tes…
On Constant-Weight Binary -Sequences
Jin Sima, Yun-Han Li, Ilan Shomorony +1
Motivated by applications in polymer-based data storage we introduced the new problem of characterizing the code rate and designing constant-weight binary -sequences. Binary $…