Sep 22, 2023 · Abstract:Our aim is to estimate the largest community (a.k.a., mode) in a population composed of multiple disjoint communities.
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In this paper, we consider the learning task of online community mode estimation in a fixed confidence setting, focusing on the role of identity information.
In this paper, we consider the learning task of online community mode estimation in a fixed confidence setting, focusing on the role of identity information.
Feb 23, 2024 · Abstract. There are several interesting applications which are based on sequentially sampling individuals from an underlying population.
Sep 25, 2023 · In this paper, we considered the learning task of online community mode estimation in a fixed confidence set- ting, focusing on the role of ...
Our goal is to identify the largest community (a.k.a., the community mode) in this population, via sequential (random) sampling of individuals with replacement, ...
There are several interesting applications which are based on sequentially sampling individuals from an underlying population.
Oct 22, 2024 · Fixed confidence community mode estimation. October 2023; Performance ... PAC mode estimation using PPR martingale confidence sequences.
Fixed confidence community mode estimation. Reference, : Performance Evaluation 162, 102379, 2023. Faculty, : Nikhil Karamchandani. Authors, : Meera Pai and ...
The authors propose a trace upper confidence bound (UCB) algorithm to simultaneously estimate the difficulty of each model and allocate the shared labeling ...