9 citations · 14 across the 8 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
stat.ME2020
The Limits to Learning a Diffusion Model
Jackie Baek, Vivek F. Farias, Andreea Georgescu +5
This paper provides the first sample complexity lower bounds for the estimation of simple diffusion models, including the Bass model (used in modeling consumer adoption) and the SI…
cs.LG2020★ 2 cited
TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation
Jackie Baek, Vivek F. Farias
Thompson sampling has become a ubiquitous approach to online decision problems with bandit feedback. The key algorithmic task for Thompson sampling is drawing a sample from the pos…