16 citations · 30 across the 4 of their papers we have counts for
3 papers · 1 filter
Rate of Change Analysis for Interestingness Measures
Nandan Sudarsanam, Nishanth Kumar, Abhishek Sharma +1
The use of Association Rule Mining techniques in diverse contexts and domains has resulted in the creation of numerous interestingness measures. This, in turn, has motivated resear…
Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam +1
We propose a novel variant of the UCB algorithm (referred to as Efficient-UCB-Variance (EUCBV)) for minimizing cumulative regret in the stochastic multi-armed bandit (MAB) setting.…
Thresholding Bandits with Augmented UCB
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam +1
In this paper we propose the Augmented-UCB (AugUCB) algorithm for a fixed-budget version of the thresholding bandit problem (TBP), where the objective is to identify a set of arms…