Patents

Identifying treatment assignments of each individual from a mixture of unknown interventions
Joint with Abhinav Kumar
Filing under process with USPTO

Jointly predicting multiple individual level labels from aggregated label proportions
Joint with Isha Chaudhary, Rashul Chutani, Shaurya Goel, Simarpreet Singh Saluja and Vibhor Porwal
Filing under process with USPTO

Treatment Effect Estimation using Observational and Interventional samples
Joint with Aurghya Maiti
USPTO App. No. 17/520,403

Causal Multi-Touch Attribution
Joint with Aniket Agrawal and Nikhil Sheoran
USPTO App. No. 17/452,519

Systems for Estimating Terminal Event Likelihood
Joint with Vibhor Porwal, Ayush Chauhan, Aurghya Maiti and Ruchi Pandya
USPTO Ap.. No. 17/402,788

Automated Discovery of Causal Relationships in Mixed Datasets
Joint with Ayush Chauhan, Siddharth Jain, Aayush Makharia, Vineet Malik and Sourav Suman
USPTO App. No. 17/097,508

Generating Visualizations of Analytical Causal Graphs
Joint with Fan Du, Xiao Xie, Shiv Kumar Saini and Ayush Chauhan
USPTO App. No. 17/083,702

Systems for Predicting a Terminal Event
Joint with Amit Doda, Kai Yeung Lau, Akangsha Sunil Bedmutha, Shiv Kumar Saini, Ritwik Sinha, Vaidyanathan Venkatraman, Niranjan Shivanand Kumbi, Omar Rahman and Atanu R Sinha
Pub No. US 2021/0342649 A1

Determining Feature Contributions To Data Metrics Utilizing a Causal Dependency Model
Joint with Pulkit Goel, Naman Poddar, Ayush Chauhan and Aurghya Maiti
Pub No. US 2021/0279230 A1

Compressing source code written in a scripting language
Joint with Benjamin Livshits, Benjamin Zorn and Martin Burtscher
Pub No. 2011/0219357 A1