Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
- Vijay E
- Arindam Jati
- et al.
- 2024
- NeurIPS 2024
I am a Senior Technical Staff Member and Master Inventor at IBM Research India. I am currently leading Blockchain and AI for Industry Solutions group at IRL.I am leading the charter to build solutions for resource planning and decision optimization in the context of manufacturing at IBM Research. My research interests are broadly in the areas of AI, Optimization, Game Theory, and Applied Cryptography with specific focus on building innovative solutions for manufacturing and supply chain.
I have a Ph.D. in Mechanism Design from Indian Institute of Science, Bangalore. My thesis topic was on “Mechanism Design for Strategic Crowds, Markets, and Networks”. I have published about 25 papers in peer reviewed conferences and journals in premier CS venues I also have more than 70 patents filed in the USPTO.