Publications

2023

• Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes. Mihir Agarwal, Progyan Das, and Udit Bhatia, In Tackling Climate Change with Machine Learning workshop, NeurIPS 2023

• Less But Better, Towards better AQ Monitoring by learning Inducing Points for Multi-Task Gaussian Processes. Progyan Das and Mihir Agarwal, accepted in the NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in the Real World RealML-2023

• Focus on What’s Important! Inspecting Variational Distributions for Gaussian Processes for better AQ Station Deployment. Progyan Das and Mihir Agarwal, accepted at 2023 NeurIPS Workshop on Computational Sustainability: Pitfalls and Promises from Theory to Deployment CompSust

• Conformal Prediction: A Visual Introduction. Mihir Agarwal, Lalit Routhu, Zeel B Patel, Nipun Batra, In VISxAI workshop 2023, IEEE VIS. [URL]