3 citations · 4 across the 3 of their papers we have counts for
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cs.LG2025
Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach
Huazi Pan, Yanjun Zhang, Leo Yu Zhang +3
Manipulation of local training data and local updates, i.e., the poisoning attack, is the main threat arising from the collaborative nature of the federated learning (FL) paradigm.…
cs.LG2022★ 1 cited
Extreme-Long-short Term Memory for Time-series Prediction
Sida Xing, Feihu Han, Suiyang Khoo
The emergence of Long Short-Term Memory (LSTM) solves the problems of vanishing gradient and exploding gradient in traditional Recurrent Neural Networks (RNN). LSTM, as a new type…
cs.LG2021★ 3 cited
Piecewise Linear Units Improve Deep Neural Networks
Jordan Inturrisi, Sui Yang Khoo, Abbas Kouzani +1
The activation function is at the heart of a deep neural networks nonlinearity; the choice of the function has great impact on the success of training. Currently, many practitioner…