Daning Cheng

Ju l 2 01 9 Asynch-SGBDT : Train a Stochastic Gradient Boosting Decision Tree in an Asynchronous Parallel Manner

Fen Xia, Yunquan Zhang, Shigang Li, 2019 .

Using Gradient Based Multikernel Gaussian Process and Meta-Acquisition Function to Accelerate SMBO

Shigang Li, Yunquan Zhang, Fen Xia, 2019, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI).

Quantization in Layer's Input is Matter

Daning Cheng, Wenguang Chen, 2022, ArXiv.

Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms

Shigang Li, Fen Xia, Daning Cheng, 2021, IEEE Transactions on Parallel and Distributed Systems.

The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters

Fen Xia, Yunquan Zhang, Shigang Li, 2019, ArXiv.