39 citations · 55 across the 9 of their papers we have counts for
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stat.ML2022★ 1 cited
KL-divergence Based Deep Learning for Discrete Time Model
Li Liu, Xiangeng Fang, Di Wang +2
Neural Network (Deep Learning) is a modern model in Artificial Intelligence and it has been exploited in Survival Analysis. Although several improvements have been shown by previou…
stat.ML2020★ 10 cited
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks
Weijing Tang, Jiaqi Ma, Qiaozhu Mei +1
In this paper, we propose a flexible model for survival analysis using neural networks along with scalable optimization algorithms. One key technical challenge for directly applyin…