Semi-supervised multi-sensor classification via consensus-based Multi-View Maximum Entropy Discrimination. - Tianpei Xie; Nasser M. Nasrabadi; Alfred O. Hero III (ICASSP, 2015)

Robust training on approximated minimal-entropy set. - Tianpei Xie; Nasser M. Narabadi; Alfred O. Hero III (CoRR, 2016)

Semiblind subgraph reconstruction in Gaussian graphical models. - Tianpei Xie; Sijia Liu 001; Alfred O. Hero III (GlobalSIP, 2017)

Learning to Classify With Possible Sensor Failures. - Tianpei Xie; Nasser M. Nasrabadi; Alfred O. Hero III (IEEE Trans. Signal Process., 2017)

SwitchTab: Switched Autoencoders Are Effective Tabular Learners. - Jing Wu; Suiyao Chen; Qi Zhao; Renat Sergazinov; Chen Li; Shengjie Liu; Chongchao Zhao; Tianpei Xie; Hanqing Guo; Cheng Ji 005; Daniel Cociorva; Hakan Brunzell (AAAI, 2024)

TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data. - Suiyao Chen; Jing Wu; Yunxiao Wang; Cheng Ji 005; Tianpei Xie; Daniel Cociorva; Michael Sharps; Cécile Levasseur; Hakan Brunzell (CoRR, 2024)