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04/26/2023
Adaptation to Misspecified Kernel Regularity in Kernelised Bandits
In continuum-armed bandit problems where the underlying function resides...
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10/03/2022
A flexible model for correlated count data, with application to analysis of gene expression differences in multi-condition experiments
Detecting differences in gene expression is an important part of RNA seq...
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04/05/2022
Integrating Rankings into Quantized Scores in Peer Review
In peer review, reviewers are usually asked to provide scores for the pa...
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07/27/2021
Low-Complexity Improved-Throughput Generalised Spatial Modulation: Bit-to-Symbol Mapping, Detection and Performance Analysis
Low-complexity improved-throughput generalised spatial modulation (LCIT-...
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05/30/2021
Joint Training of the Superimposed Direct and Reflected Links in Reconfigurable Intelligent Surface Assisted Multiuser Communications
In Reconfigurable intelligent surface (RIS)-assisted systems the acquisi...
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04/25/2021
HyperRNN: Deep Learning-Aided Downlink CSI Acquisition via Partial Channel Reciprocity for FDD Massive MIMO
In order to unlock the full advantages of massive multiple input multipl...
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12/11/2020
Smooth Bandit Optimization: Generalization to Hölder Space
We consider bandit optimization of a smooth reward function, where the g...
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02/09/2020
On Function-on-Scalar Quantile Regression
Existing work on functional response regression has focused predominantl...
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09/01/2018