Dayama, Pankaj

1. Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
   2024/01/08 by Vijay Ekambaram, Ekambaram, Vijay, Arindam Jati +13 · 1 voice · 51 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
2. AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
   2023/10/31 by Vijay Ekambaram, Palaskar, Santosh, Ekambaram, Vijay +24 · 8 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
3. TSPulse: Dual Space Tiny Pre-Trained Models for Rapid Time-Series Analysis
   2025/05/19 by Ekambaram, Vijay, Kumar, Subodh, Jati, Arindam +5 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)