304 citations · 428 across the 8 of their papers we have counts for
4 papers · 1 filter
Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling
Karan Aggarwal, Onur Atan, Ahmed Farahat +3
One of the key challenges in predictive maintenance is to predict the impending downtime of an equipment with a reasonable prediction horizon so that countermeasures can be put in…
Predicting Grades
Yannick Meier, Jie Xu, Onur Atan +1
To increase efficacy in traditional classroom courses as well as in Massive Open Online Courses (MOOCs), automated systems supporting the instructor are needed. One important probl…
Global Bandits
Onur Atan, Cem Tekin, Mihaela van der Schaar
Multi-armed bandits (MAB) model sequential decision making problems, in which a learner sequentially chooses arms with unknown reward distributions in order to maximize its cumulat…
Global Bandits with Holder Continuity
Onur Atan, Cem Tekin, Mihaela van der Schaar
Standard Multi-Armed Bandit (MAB) problems assume that the arms are independent. However, in many application scenarios, the information obtained by playing an arm provides informa…