Google Scholar Profile
Note: Please reach out to me over e-mail for PDFs not attached here/broken links
2023
- Towards Scalable Identification of Brick Kilns from Satellite Imagery with Active Learning. Aditi Agarwal, Suraj Jaiswal, Madhav Kanda, Dhruv Patel, Rishabh Mondal, Vannsh Jani, Zeel B Patel, Nipun Batra and Sarath Guttikunda, In RealWorldML workshop, NeurIPS 2023 [PDF]
- Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling. Sachin Chauhan, Zeel B Patel, Sayan Ranu, Rijurekha Sen, Nipun Batra, In NeurIPS 2023 (Datasets and Benchmarks). [PDF]
- Conformal Prediction: A Visual Introduction. Mihir Agarwal, Lalit Routhu, Zeel B Patel, Nipun Batra, In VISxAI workshop 2023, IEEE VIS. [URL]
- Deep Gaussian Processes for Air Quality Inference. Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel Patel, Nipun Batra. In CODS-COMAD 2023 Young Researchers Symposium track.
2022
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning. Zeel B Patel, Nipun Batra, Kevin Murphy. In NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems 2022 [arXiv]
Challenges in Gaussian Processes for Non Intrusive Load Monitoring. Aadesh Desai, Gautam Vashishtha, Zeel B Patel, Nipun Batra. In NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems 2022 [arXiv]
Samachar: Print News Media on Air Pollution in India. Karm Patel, Rishiraj Adhikary, Zeel B Patel, Nipun Batra, and Sarath Guttikunda. In ACM SIGCAS Computing and Sustainable Societies (COMPASS ’22) [Publisher Link]
Accurate and Scalable Gaussian Processes for Fine-grained Air Quality Inference. Zeel B Patel, Palak Purohit, Harsh Patel, Shivam Sahni, and Nipun Batra. AAAI 2022, Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22) (CORE A* with 15% acceptance rate) [PDF] [GitHub]
2021
Towards Active Air Quality Station Deployment. Zeel B Patel, Nipun Batra. SubSetML Workshop, ICML 2021 (CORE A*) [PDF]
Vartalaap: what drives #AirQuality discussions: politics, pollution or pseudo-science? Rishiraj Adhikary, Zeel B Patel, Tanmay Srivastava, Nipun Batra, Mayank Singh, Udit Bhatia, and Sarath Guttikunda. ACM CSCW 2021 (CORE A) [PDF] [DOI]