Nguyen, Nam H

4 publications

AAAI 2024 AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj

NeurIPSW 2024 Scaling-Laws for Large Time-Series Models Justin Alsing, Thomas Edwards, Benjamin Dan Wandelt, James Alvey, Nam H Nguyen

NeurIPS 2024 Tiny Time Mixers (TTMs): Fast Pre-Trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series Vijay Ekambaram, Arindam Jati, Pankaj Dayama, Sumanta Mukherjee, Nam H. Nguyen, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam

ICLR 2023 A Time Series Is Worth 64 Words: Long-Term Forecasting with Transformers Yuqi Nie, Nam H Nguyen, Phanwadee Sinthong, Jayant Kalagnanam