Subhro Das 
contact information
Staff Research Scientist and Research ManagerMIT-IBM Watson AI Lab, IBM Research, Cambridge, MA, USA
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Professional Associations
Professional Associations: AAAI | ACM | IEEE | IEEE Signal Processing Societymore information
More information: LinkedIn | Google Scholar | Webpage@CMU | Math Genealogy | Publons2022
Adversarial attacks for improving cooperative multi-agent reinforcement learning systems
Nhan Pham, Lam Nguyen, Jie Chen, Thanh Hoang, Subhro Das
US Patent App., 17/951870
Nhan Pham, Lam Nguyen, Jie Chen, Thanh Hoang, Subhro Das
US Patent App., 17/951870
Certification-based robust training by refining decision boundary
Lam Nguyen, Wang Zhang, Subhro Das, Pin-Yu Chen, Alexandre Megretski, Luca Daniel
US Patent App., 17/933473
Lam Nguyen, Wang Zhang, Subhro Das, Pin-Yu Chen, Alexandre Megretski, Luca Daniel
US Patent App., 17/933473
Identifying skill adjacencies and skill gaps for generating reskilling recommendations and explainability
Saksham Gandhi, Raj Nagesh, Subhro Das
US Patent App., 17/805711
Saksham Gandhi, Raj Nagesh, Subhro Das
US Patent App., 17/805711
2021
Fair selective classification via a variational mutual information upper bound for imposing sufficiency
Joshua Lee, Yuheng Bu, Deepta Rajan, Prasanna Sattigeri, Subhro Das, Rameswar Panda, Gregory Wornell
US Patent App., 17/565411
Joshua Lee, Yuheng Bu, Deepta Rajan, Prasanna Sattigeri, Subhro Das, Rameswar Panda, Gregory Wornell
US Patent App., 17/565411
Distributed Sharing of Clinical Parameters
Subhro Das, Kenney Ng, William O'Keeffe, Uri Kartoun
IP.com, Disclosure No. IPCOM000267308D
Subhro Das, Kenney Ng, William O'Keeffe, Uri Kartoun
IP.com, Disclosure No. IPCOM000267308D
Rapid development of user intent and analytic specification in complex data spaces
Gigi Yuen-Reed, Kimberly Dunwoody, Subhro Das, Tricia Garrett
U.S. Patent App., 17/385750
Gigi Yuen-Reed, Kimberly Dunwoody, Subhro Das, Tricia Garrett
U.S. Patent App., 17/385750
Leveraging dynamical priors for symbolic mappings in safe reinforcement learning
Nathan Fulton, Subhro Das, Nathan Hunt, Nghia Hoang
U.S. Patent App., 17/179015
Nathan Fulton, Subhro Das, Nathan Hunt, Nghia Hoang
U.S. Patent App., 17/179015
Skills and tasks demand forecasting
Subhro Das, Wyatt Clarke, Sebastian Steffen, Prabhat Reddy, Erik Brynjolfsson, Martin Fleming
U.S. Patent App., 17/159449
Subhro Das, Wyatt Clarke, Sebastian Steffen, Prabhat Reddy, Erik Brynjolfsson, Martin Fleming
U.S. Patent App., 17/159449
2020
Latent Bio-Signal Estimation using Bio-Signal Detectors
Subhro Das, Daby Sow
U.S. Patent App., 16/824044.
Subhro Das, Daby Sow
U.S. Patent App., 16/824044.
Graph Convolutional Networks for Video Grounding
Chuang Gan, Sijia Liu, Subhro Das, Dakuo Wang, Yang Zhang
U.S. Patent, 11442986.
Chuang Gan, Sijia Liu, Subhro Das, Dakuo Wang, Yang Zhang
U.S. Patent, 11442986.
2019
Formally Safe Symbolic Reinforcement Learning on Visual Inputs
Subhro Das, Nathan Hunt, Nathan Fulton, Nghia Hoang
U.S. Patent App., 16/709633.
Subhro Das, Nathan Hunt, Nathan Fulton, Nghia Hoang
U.S. Patent App., 16/709633.
Personalized Patient Engagement in Care Management Using Explainable Behavioral Phenotypes
Subhro Das, Sara Rosenthal, Pei-Yun Hsueh, Ken Barker, Ching-Hua Chen, Chandramouli Maduri, Adam Faulkner, Gema Almoguera
U.S. Patent App., 16/593178.
Subhro Das, Sara Rosenthal, Pei-Yun Hsueh, Ken Barker, Ching-Hua Chen, Chandramouli Maduri, Adam Faulkner, Gema Almoguera
U.S. Patent App., 16/593178.
Health Behavioral Capacity Monitoring
Subhro Das, Pei-Yun S. Hsueh, ChandramouliMaduri, Ching-Hua Chen, Henry Chang, Kim Walter
IP.com, Disclosure No. IPCOM000258137D.
Subhro Das, Pei-Yun S. Hsueh, ChandramouliMaduri, Ching-Hua Chen, Henry Chang, Kim Walter
IP.com, Disclosure No. IPCOM000258137D.
2018
2017
Model Adaptation and Online Learning for Unstable Environments
Subhro Das, Prasanth Lade, Soundar Srinivasan, Rumi Ghosh
U.S. Patent, 11,144,842 B2.
Subhro Das, Prasanth Lade, Soundar Srinivasan, Rumi Ghosh
U.S. Patent, 11,144,842 B2.