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03/29/2023
Does Sparsity Help in Learning Misspecified Linear Bandits?
Recently, the study of linear misspecified bandits has generated intrigu...
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06/11/2021
Global Neighbor Sampling for Mixed CPU-GPU Training on Giant Graphs
Graph neural networks (GNNs) are powerful tools for learning from graph ...
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01/28/2020
Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach
This paper investigates the grant-free random access with massive IoT de...
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11/12/2018
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow
Over-the-air computation (AirComp) shows great promise to support fast d...
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09/18/2018
Nonconvex Demixing From Bilinear Measurements
We consider the problem of demixing a sequence of source signals from th...
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01/07/2018