2020

  1. FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES Jatin Chauhan, Deepak Nathani, and Manohar Kaul In International Conference on Learning Representations 2020
  2. A Persistent Homology Perspective to the Link Prediction Problem Sumit Bhatia, Bapi Chatterjee, Deepak Nathani, and Manohar Kaul In Complex Networks and Their Applications VIII 2020 [Abs]

2019

  1. Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs Deepak Nathani, Jatin Chauhan, Charu Sharma, and Manohar Kaul In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics 2019

2018

  1. Understanding and Predicting Links in Graphs: A Persistent Homology Perspective (arxiv preprint) Sumit Bhatia, Bapi Chatterjee, Deepak Nathani, and Manohar Kaul 2018
  2. Solving Partial Assignment Problems using Random Clique Complexes Charu Sharma, Deepak Nathani, and Manohar Kaul In Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018 2018