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Communication-Efficient Collaborative Best Arm Identification
v1v2 (latest)

Communication-Efficient Collaborative Best Arm Identification

18 August 2022
Nikolai Karpov
Qin Zhang
    FedML
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Papers citing "Communication-Efficient Collaborative Best Arm Identification"

5 / 5 papers shown
Title
Near Optimal Best Arm Identification for Clustered Bandits
Near Optimal Best Arm Identification for Clustered Bandits
Yash
Nikhil Karamchandani
Avishek Ghosh
66
0
0
15 May 2025
Breaking the $\log(1/\Delta_2)$ Barrier: Better Batched Best Arm Identification with Adaptive Grids
Breaking the log⁡(1/Δ2)\log(1/\Delta_2)log(1/Δ2​) Barrier: Better Batched Best Arm Identification with Adaptive Grids
Tianyuan Jin
Qin Zhang
Dongruo Zhou
120
0
0
29 Jan 2025
The Best Arm Evades: Near-optimal Multi-pass Streaming Lower Bounds for
  Pure Exploration in Multi-armed Bandits
The Best Arm Evades: Near-optimal Multi-pass Streaming Lower Bounds for Pure Exploration in Multi-armed Bandits
Sepehr Assadi
Chen Wang
68
3
0
06 Sep 2023
Communication-Efficient Collaborative Regret Minimization in Multi-Armed
  Bandits
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits
Nikolai Karpov
Qin Zhang
78
2
0
26 Jan 2023
Parallel Best Arm Identification in Heterogeneous Environments
Parallel Best Arm Identification in Heterogeneous Environments
Nikolai Karpov
Qin Zhang
135
8
0
16 Jul 2022
1