Vijay Ekambaram
- Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
2024/01/08 by Vijay Ekambaram, Arindam Jati, Ekambaram, Vijay +13 · 1 voice · 38 citations
Computer Science · Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #cs.AI #cs.LG
- AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
2023/10/31 by Vijay Ekambaram, Palaskar, Santosh, Ekambaram, Vijay +24 · 5 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability #Time Series Analysis and Forecasting