research
∙
06/22/2023
Adaptive Bernstein Change Detector for High-Dimensional Data Streams
Change detection is of fundamental importance when analyzing data stream...
share
research
∙
06/12/2023
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals
We study the stochastic Budgeted Multi-Armed Bandit (MAB) problem, where...
research
∙
05/25/2022
Scalable Online Change Detection for High-dimensional Data Streams
Detecting changes in data streams is a core objective in their analysis ...
research
∙
07/23/2021
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits
We consider nonstationary multi-armed bandit problems where the model pa...
research
∙
11/13/2020
Efficient Subspace Search in Data Streams
In the real world, data streams are ubiquitous – think of network traffi...
research
∙
10/04/2018