Publications
Challenges in Gaussian Processes for Non Intrusive Load Monitoring
Aadesh Desai, Gautam Vasistha, Zeel Patel, Nipun Batra. In NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems (GPSMDMS) 2022.
Deep Gaussian Processes for Fine-grained Air Quality Inference
Aadesh Desai, Eshan Gujarathi, Saagar Parikh, Sachin Yadav, Zeel Patel, Nipun Batra. In ACM India International Conference on Data Science and Management of Data, Young Researchers’ Symposium Track, CODS-COMAD 2023.
Papers Under Review
PointResNet: Residual Network for 3D Point Cloud Segmentation and Classification
Aadesh Desai, Saagar Parikh, Seema Kumari*, Shanmuganathan Raman. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023.
Working Papers
Re: Stochastic Gradient Descent in Correlated Settings: A Study on Gaussian Processes
Aadesh Desai, Palak Purohit, Harsh Patel, Shivam Sahni*, Zeel Patel, Nipun Batra. Planning to submit to ReScience Journal.
Bias exploration scheme: A safe and robust technique in RL
Sheelabhadra Dey, Aadesh Desai, Guni Sharon. Planning to submit to International Joint Conferences on Artificial Intelligence Organization (IJCAI) 2023.