Recent Publications

. Relate and Predict: Structure-Aware Prediction with Jointly Optimized Neural Dependency Graph. GRL+ Workshop ICML 2020.

. Differential Network Learning Beyond Data Samples. 2020.

. Neural Message Passing for Multi-Label Classification. 2019.

. GaKCo: a Fast GApped k-mer string Kernel using COunting. ECML-PKDD, 2017.

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. Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin. NIPS, 2017.

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Grants and Awards

Services

  • Reviewer International Conference on Machine Learning (ICML) 2021
  • Reviewer Conference on Computer Vision and Pattern Recognition (CVPR) 2021
  • Reviewer International Conference on Learning Representations (ICLR) 2021
  • Reviewer Machine Learning in Computational Biology (MLCB) 2020
  • Reviewer Conference on Neural Information Processing Systems (NeurIPS) 2020