statistical efficiency

3 papers across 2 sessions

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

#4102 · Boyu Chen, Zhixiang Zhou, Liuhua Peng, Zhonglei Wang

Efficient Randomized Experiments Using Foundation Models

#2503 · Piersilvio De Bartolomeis, Javier Abad, Guanbo Wang, Konstantin Donhauser, Raymond Duch, Fanny Yang, Issa Dahabreh

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Preference Learning with Response Time: Robust Losses and Guarantees

#3810 · Ayush Sawarni, Sahasrajit Sarmasarkar, Vasilis Syrgkanis

We offer statistically robust methods for preference learning that leverage response time in the estimation of rewards to yield large improvements in statistical efficiency.