1 citations · 1 across the 1 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Latency-Aware Client Assignment for Parallel Split Learning With Global Sampling
Mohammad Kohankhaki, Valentin Rentschler, Anke Schmeink
In cross-silo split learning, Parallel Split Learning with Global Sampling forms representative pooled batches when class distributions differ across clients, but ignores client de…
cs.LG2024★ 1 cited
Parallel Split Learning with Global Sampling
Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush +1
Parallel split learning (PSL) suffers from two intertwined issues: the effective batch size grows with the number of clients, and data that is not identically and independently dis…