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Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede’s Cultural Dimensions

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Reem Masoud, Ziquan Liu, Martin Ferianc, Philip C Treleaven, Miguel Rodrigues Rodrigues

Learning-based MPC with uncertainty estimation for resilient microgrid energy management

Vittorio Casagrande, Martin Ferianc, Miguel Rodrigues, Francesca Boem

SAE: Single Architecture Ensemble Neural Networks

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Martin Ferianc, Hongxiang Fan, Miguel R. D. Rodrigues

An Online Learning Method for Microgrid Energy Management Control

Vittorio Casagrande, Martin Ferianc, Miguel Rodrigues, Francesca Boem

Impact of Noise on Calibration and Generalisation of Neural Networks

Martin Ferianc, Ondrej Bohdal, Timothy Hospedales, Miguel Rodrigues

MIMMO: Multi-Input Massive Multi-Output Neural Network

Martin Ferianc, Miguel Rodrigues

Renate: A library for real-world continual learning

Martin Wistuba, Martin Ferianc, Lukas Balles, Cédric Archambeau, Giovanni Zappella

Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator

Hongxiang Fan, Martin Ferianc, Zhiqiang Que, He Li, Shuanglong Liu, Xinyu Niu, Wayne Luk

Enabling fast uncertainty estimation: accelerating bayesian transformers via algorithmic and hardware optimizations

Hongxiang Fan, Martin Ferianc, Wayne Luk

High-Performance FPGA-based Accelerator for Bayesian Neural Networks

Hongxiang Fan, Martin Ferianc, Miguel Rodrigues, Hongyu Zhou, Xinyu Niu, Wayne Luk