A Stochastic Time Series Model for Predicting Financial Trends using NLP. - Pratyush Muthukumar; Jie Zhong (CoRR, 2021)

Generative Adversarial Imitation Learning for Empathy-based AI. - Pratyush Muthukumar; Karishma Muthukumar; Deepan Muthirayan; Pramod P. Khargonekar (CoRR, 2021)

Multi-Pollutant Ground-level Air Pollution Prediction through Deep MeteoGCN-ConvLSTM. - Pratyush Muthukumar; Shaurya Pathak; Kabir Nagrecha; Hirad Hosseini; Dawn Comer; Navid Amini; Jeanne Holm; Mohammad Pourhomayoun (CSCI, 2022)

Semi Supervised Meta Learning for Spatiotemporal Learning. - Faraz Waseem; Pratyush Muthukumar (CoRR, 2023)