Publications

2021

CauSeR: Causal Session-based Recommendations for Handling Popularity Bias
Priyanka Gupta, Ankit Sharma, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff - October, 2021
The 30th ACM International Conference on Information and Knowledge Management CIKM 2021
Paper Poster

2020

Effect of lockdown interventions to control the COVID-19 epidemic in India
Ankit Sharma, Shreyash Arya, Shashee Kumari, Arnab Chatterjee - September, 2020
User consideration at Nature Scientific Reports and listed in Harvard’s Astrophysics Data System (ADS) operated by Smithsonian Astrophysical Observatory under NASA Cooperative Agreement - Harvard ADS
Preprint

Hi-CI: Deep Causal Inference in High Dimensions
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff - June, 2020
The 2020 ACM SIGKDD Workshop on Causal Discovery, Proceedings of Machine Learning Research - KDD 2020, PMLR Volume 127
Paper Slides

MultiMBNN: Matched and Balanced Causal Inference with Neural Networks
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff - January, 2020
The 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN 2020
Paper Slides

2019

MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff - October, 2019
The 33rd Conference on Neural Information Processing Systems, Causal ML workshop - NeurIPS 2019
Paper Poster

Supervised learning of protein thermal stability using sequence mining and distribution statistics of network centrality
Ankit Sharma, Ganesh Bagler, Debajyoti Bera - September, 2019
Preprint

Patents

SYSTEMS AND METHODS FOR RECOMMENDATION OF ITEMS AND CONTROLLING AN ASSOCIATED BIAS
Priyanka Gupta, Pankaj Malhotra, Ankit Sharma, Lovekesh Vig, Gautam Shroff - October, 2021

METHOD AND SYSTEM FOR CAUSAL INFERENCE IN PRESENCE OF HIGH-DIMENSIONAL COVARIATES AND HIGH-CARDINALITY TREATMENTS
Ankit Sharma, Garima Gupta, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff - August, 2020

METHOD AND SYSTEM FOR MATCHED AND BALANCED CAUSAL INFERENCE FOR MULTIPLE TREATMENTS
Garima Gupta, Ankit Sharma, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff - April, 2020

METHOD AND SYSTEM FOR CAUSAL INFERENCE IN HETEROGENEOUS POPULATION USING META-LEARNING
Garima Gupta, Ankit Sharma, Ranjitha Prasad, Arnab Chatterjee, Lovekesh Vig, Gautam Shroff - December, 2019