1 code implementation • 29 Jul 2019 • Zhicheng Cui, Bradley A Fritz, Christopher R King, Michael S Avidan, Yixin Chen
In this paper, we propose a factored generalized additive model (F-GAM) to preserve the model interpretability for targeted features while allowing a rich model for interaction with features fixed within the individual.
2 code implementations • NeurIPS 2019 • Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen
Graph structured data are abundant in the real world.
2 code implementations • AAAI-18 2018 • Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen
Neural networks are typically designed to deal with data in tensor forms.
Ranked #16 on Graph Classification on D&D
no code implementations • 3 Nov 2016 • Qiang Lyu, Yixin Chen, Zhaorong Li, Zhicheng Cui, Ling Chen, Xing Zhang, Haihua Shen
Our work represents a new application of automated planning on an emerging and challenging machine learning paradigm.
2 code implementations • 22 Mar 2016 • Zhicheng Cui, Wenlin Chen, Yixin Chen
These methods are ad-hoc and separate the feature extraction part with the classification part, which limits their accuracy performance.
1 code implementation • 13 Aug 2015 • Zhicheng Cui, Wenlin Chen, Yujie He, Yixin Chen
To address this problem, we present a novel framework to post-process any ATM classifier to extract an optimal actionable plan that can change a given input to a desired class with a minimum cost.