2 papers
stat.ML2026
Neural Supervised Clustering for Learning Individualized Treatment Rules with Many Treatments
Daixi Huang, Yixin Yuan, Yifan Dai +1
Learning an individualized treatment rule (ITR) with many treatments requires estimating treatment-specific effects from limited observations per arm. Treatments with similar condi…
math.PR2026
Distribution-constrained optimal multiple stopping: the Root-type solution
Shuoqing Deng, Daxin Huang
We consider the distribution-constrained optimal stopping problem introduced by Bayraktar and Miller (Mathematical Finance, 2019) and Beiglbock et al. (PTRF, 2018). Motivated by th…