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

Teaching

  • Machine Learning (Fall 2019)
  • Introduction to Algorithms (Fall 2016 and Spring 2017)
  • Introduction to Databases (Fall 2016 and Spring 2017)