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Machine Learning group news

Peter Grünwald named IMS Fellow for foundational contributions to statistics

Senior researcher Peter Grünwald of Centrum Wiskunde & Informatica (CWI) has been elected Fellow of the Institute of Mathematical Statistics (IMS), a prestigious honour awarded to researchers who have made outstanding contributions …

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Mastering Vision – How Inductive Biases Shape Mammalian Learning Efficiency

CWI project awarded in NWO Open Competition.

brain on chip - neural networks

White paper highlights potential of brain-inspired computing

Recently, the white paper “Neuromorphic Computing in the Netherlands,” coordinated by Johan Mentink of Radboud University has been published. This paper underscores the country’s significant expertise in brain-inspired computing and advocates for …

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New e-value even more flexible: significance level adjustable at a later stage

Paper by researcher Peter Grünwald published in Proceedings of the National Academy of Sciences.

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ERC Advanced Grant for Peter Grünwald for research on a revolutionary statistical theory

Peter Grünwald, senior researcher in the Machine Learning group of CWI and part-time full professor of Statistical Learning at Leiden University has been awarded an ERC Advanced Grant for his research on …

Peter Grunwald whiteboard

Making AI more energy efficient with neuromorphic computing

Twenty-five years of pioneering work in neuromorphic computing at CWI is now bearing fruit. Thanks to algorithmic breakthroughs in training spiking neural networks many AI-applications can become much more energy-efficient.

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Revolutionizing statistics to tame the replication crisis

CWI researchers have developed a better measure for determining whether or not scientific results are statistically significant. This ‘E-value’, as it is called, replaces the commonly used but often problematic p-value.

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CWI involved in new consortium on energy-efficient AI

A total of 9 projects will receive 9 million euros by NWO.

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