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02/05/2023
Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction
In this study, we propose a novel SeqMF model to solve the problem of pr...
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09/29/2022
NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizers
Classical machine learning models such as deep neural networks are usual...
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02/21/2022
Survey on Large Scale Neural Network Training
Modern Deep Neural Networks (DNNs) require significant memory to store w...
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02/01/2022
Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction
Memory footprint is one of the main limiting factors for large neural ne...
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01/31/2022
