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20222024
most citedConstrained Pure Exploration Multi-Armed Bandits with a Fixed Budget

1 citations · 2 across the 5 of their papers we have counts for

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math.PR2023★ 1 cited

Functional Central Limit Theorem for Two Timescale Stochastic Approximation

Fathima Zarin Faizal, Vivek Borkar

Two time scale stochastic approximation algorithms emulate singularly perturbed deterministic differential equations in a certain limiting sense, i.e., the interpolated iterates on…

cs.LG2023

ICQ: A Quantization Scheme for Best-Arm Identification Over Bit-Constrained Channels

Fathima Zarin Faizal, Adway Girish, Manjesh Kumar Hanawal +1

We study the problem of best-arm identification in a distributed variant of the multi-armed bandit setting, with a central learner and multiple agents. Each agent is associated wit…