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20182025
most citedOptional Stopping with Bayes Factors: a categorization and extension of folklore results, with an application to invariant situations

25 citations · 53 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 5 cited

Fixed-Confidence Guarantees for Bayesian Best-Arm Identification

Xuedong Shang, Rianne de Heide, Emilie Kaufmann +2

We investigate and provide new insights on the sampling rule called Top-Two Thompson Sampling (TTTS). In particular, we justify its use for fixed-confidence best-arm identification…

math.ST2019★ 18 cited

Safe-Bayesian Generalized Linear Regression

Rianne de Heide, Alisa Kirichenko, Nishant Mehta +1

We study generalized Bayesian inference under misspecification, i.e. when the model is 'wrong but useful'. Generalized Bayes equips the likelihood with a learning rate . We show…