42 citations · 94 across the 15 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
TabularFM: An Open Framework For Tabular Foundational Models
Quan M. Tran, Suong N. Hoang, Lam M. Nguyen +2
Foundational models (FMs), pretrained on extensive datasets using self-supervised techniques, are capable of learning generalized patterns from large amounts of data. This reduces…
cs.LG2024
Decentralized Collaborative Learning Framework with External Privacy Leakage Analysis
Tsuyoshi Idé, Dzung T. Phan, Rudy Raymond
This paper presents two methodological advancements in decentralized multi-task learning under privacy constraints, aiming to pave the way for future developments in next-generatio…