Peer-Reviewed Conference Papers
Fine-Grained Spatio-Temporal Particulate Matter Dataset From Delhi For ML based Modeling
Sachin Chauhan, Zeel B Patel, Sayan Ranu, Rijurekha Sen, Nipun Batra
NeurIPS 2023 (CORE A*)
Samachar: Print News Media on Air Pollution in India
Karm Patel, Rishiraj Adhikary, Zeel B Patel, Nipun Batra, Sarath Guttikunda
ACM COMPASS 2022
Accurate and Scalable Gaussian Processes for Fine-grained Air Quality Inference
Zeel B Patel, Palak Purohit, Harsh Patel, Shivam Sahni, Nipun Batra
AAAI 2022 (CORE A*, 15% acceptance rate)
Vartalaap: what drives #AirQuality discussions: politics, pollution or pseudo-science?
Rishiraj Adhikary, Zeel B Patel, Tanmay Srivastava, Nipun Batra, Mayank Singh, Udit Bhatia, Sarath Guttikunda
ACM CSCW 2021 (CORE A)
Peer-Reviewed Workshop Papers
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
RealWorldML Workshop, NeurIPS 2023
Challenges in Gaussian Processes for Non Intrusive Load Monitoring
Aadesh Desai, Gautam Vashishtha, Zeel B Patel, Nipun Batra
NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems 2022
Towards Active Air Quality Station Deployment
Zeel B Patel, Nipun Batra
SubSetML Workshop, ICML 2021
A toolkit for spatial interpolation and sensor placement
Zeel B Patel, S Deepak Narayanan, Apoorv Agnihotri, Nipun Batra
ACM SenSys 2020
Notable Publications
VayuBuddy: an LLM-Powered Chatbot to Democratize Air Quality Insights
Zeel B Patel, Yash Bachwana, Nitish Sharma, Sarath Guttikunda, Nipun Batra
arXiv 2024
Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data
Zeel B Patel, Rishabh Mondal, Shataxi Dubey, Suraj Jaiswal, Sarath Guttikunda, Nipun Batra
arXiv 2024
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel, Nipun Batra, Kevin Murphy
NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems 2022
Others
Conformal Prediction: A Visual Introduction
Mihir Agarwal, Lalit Routhu, Zeel B Patel, Nipun Batra
VISxAI workshop 2023, IEEE VIS
Deep Gaussian Processes for Air Quality Inference
Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel Patel, Nipun Batra
CODS-COMAD 2023 Young Researchers Symposium track