Publications

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Arshdeep Sekhon, Beilun Wang, Yanjun Qi. Adding Extra Knowledge in Scalable Learning of Sparse Differential Gaussian Graphical Models. 2019.

Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi. Neural Message Passing for Multi-Label Classification. 2019.

Beilun Wang, Arshdeep Sekhon, Yanjun Qi. Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure.. AISTATS, 2018.

Arshdeep Sekhon, Ritambhara Singh, Yanjun Qi. DeepDiff: Deep-learning for predicting Differential gene expression from histone modifications. ECCB, 2018.

Beilun Wang, Arshdeep Sekhon, Yanjun Qi. A fast and scalable joint estimator for integrating additional knowledge in learning multiple related sparse gaussian graphical models.. ICML, 2018.

Ritambhara Singh, Arshdeep Sekhon, Kamran Kowsari, Jack Lanchantin, Beilun Wang, Yanjun Qi. GaKCo: a Fast GApped k-mer string Kernel using COunting. ECML-PKDD, 2017.

Ritambhara Singh, Jack Lanchantin, Arshdeep Sekhon, Yanjun Qi. Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin. NIPS, 2017.