Modeling Economic Viability for Scalable AI Deployment in Emerging Regions
Rohail Asim, Ankit Bhardwaj, Arjuna Sathiaseelan, Yasir Zaki, Lakshminarayanan Subramanian. Accepted at the SOSP Workshop on Practical Adoption Challenges of ML for Systems, 2025.
Comprehensive Monitoring of Air Pollution Hotspots Using Sparse Sensor Networks
Ankit Bhardwaj, Ananth Balashankar, Shiva Iyer, Nita Soans, Anant Sudarshan, Rohini Pande, Lakshminarayanan Subramanian. ACM Journal of Computing and Sustainable Societies, 2025. Presentation at ACM COMPASS, 2025. Selected for ACM Showcase. [Slide deck]
Limitations of scRNA-seq Zero-Imputation Methods for Network Inference
Ankit Bhardwaj, Joshua Weiner, Preetha Balasubramanian, Lakshminarayanan Subramanian. ICML Workshop on Machine Learning for Life and Material Science: From Theory to Industry Applications, 2024.
Enabling High Bandwidth Applications over 5G Environments
Rohail Asim, Ankit Bhardwaj, Lakshminarayanan Subramanian, Yasir Zaki. Demo in ACM SIGCOMM, 2024.
Understanding Sudden Traffic Jams: From Emergence to Impact
Ankit Bhardwaj*, Shiva Iyer*, Sriram Ramesh, Jerome White, Lakshminarayanan Subramanian. Development Engineering: Journal of Engineering in Economic Development, 2023. DOI: https://doi.org/10.1016/j.deveng.2022.100105
Predicting Treatment Adherence of Tuberculosis Patients at Scale
Mihir Kulkarni*, Satvik Golechha*, Rishi Raj Grandhe*, Jithin K. Sreedharan*, Ankit Bhardwaj, Santanu Rathod, Bhavin Vadera, Jayakrishna Kurada, Kirankumar Rade, Sanjay Mattoo, Rajendra Joshi, Alpan Raval. Machine Learning for Health Symposium, 2022. Outstanding Paper Award.
Learning Pollution Maps from Mobile Phone Images
Ankit Bhardwaj, Shiva Iyer, Yash Jalan, Lakshminarayanan Subramanian. IJCAI, 2022. Oral Presentation.
High Precision Mammography Lesion Identification From Imprecise Medical Annotations
Ulzee An, Ankit Bhardwaj, Shameer Khader, Lakshminarayanan Subramanian. Frontiers in Big Data, 2021. DOI: 10.3389/fdata.2021.742779
Robust lock-down optimization for COVID-19 policy guidance
Ankit Bhardwaj*, Han-Ching Ou*, Haipeng Chen, Shahin Jabbari, Milind Tambe, Rahul Panicker, Alpan Raval. AAAI Fall Symposium on AI for social good, 2020. Slide deck and video presentation.
* represents equal contribution
Self-Regulating Cars: Automating Traffic Control in Free Flow Road Networks
Ankit Bhardwaj, Rohail Asim, Sachin Chauhan, Yasir Zaki, Lakshminarayanan Subramanian. Under Review.
A Modular Abstraction for Integrating Domain Rules into Deep Learning Models
Ananth Balashankar, Ankit Bhardwaj, Neelabh Madan, Thomas Wies, Lakshminarayanan Subramanian. Under Review.
BEACON: Bayesian Contrastive Learning for Regulatory Inference
Yunwei Zhao, Ankit Bhardwaj, Lakshminarayanan Subramanian. Under Review.
Towards Next Generation Immersive Applications in 5G Environments
Rohail Asim, Ankit Bhardwaj, Lakshminarayanan Subramanian, Yasir Zaki. Under Review.