3 papers
cs.AI2026
TRACE: A Temporal Conditional Estimation for Multimodal Time Series Foundation Models
Ziwen Kan, Yishuo Chen, Kecheng Li +7
Time series foundation models (TS-FMs) aim to learn generalizable temporal representations that can be adapted to a wide range of downstream tasks. In real-world multimodal setting…
stat.ML2026
Learning to target with network interference
Xiaomeng Wang, Hamsa Bastani, Osbert Bastani +1
This paper studies adaptive targeting under network interference in a bandit setting, where treatments applied to one individual may affect others through spillover effects. We con…
cs.SI2025
Towards a performance characteristic curve for model evaluation: an application in information diffusion prediction
Wenjin Xie, Xiaomeng Wang, RadosÅaw Michalski +1
The information diffusion prediction on social networks aims to predict future recipients of a message, with practical applications in marketing and social media. While different p…