Web22 jan. 2024 · If AI is going to shape our world, everyone should be able to understand what it really is and how it’s changing. So to answer those questions, I spoke to Joelle Pineau, a professor of computer science at McGill University who also co-leads the Facebook AI Research (FAIR) lab. WebTowards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning. JMLR. 21 (248), pp.1−43. Koustuv Sinha, Joelle Pineau, Jessica Forde, Rosemary Nan Ke, Hugo Laorchelle. Neurips 2024 Reproducibility Challenge. A special issue of the journal ReScience C 6 (2). 2024.
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There were three portions: we encouraged people to submit their code; we’re running a reproducibility challenge; and we introduced a checklist for papers submitted. The checklist asks, for example, whether you clearly labelled the type of metrics and measures you’re using, whether you provided … Meer weergeven I fell into reproducibility by accident. Over and over again my students would say ‘I can’t get these results’, or they found that, to get the results, they had to do things that I didn’t … Meer weergeven In reinforcement learning, for example, if you do two runs of some algorithms with different initial random settings, you can get very … Meer weergeven We have 173 participants at 73 institutions worldwide. They pick which paper they want to reproduce — any that’s been accepted at … Meer weergeven Very good. I’ve had discussions with people in other scientific communities who were quite surprised that I was given so much of a platform to talk about reproducibility. It felt like, in their field, if you start … Meer weergeven Web25 feb. 2024 · A reproducibility checklist For people publishing papers Pineau presents a checklist created in consultation with her colleagues. It says for algorithms the things … everything under the sun altoona pa
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WebJoelle Pineau is an Associate Professor and William Dawson Scholar at McGill University where she co-directs the Reasoning and Learning Lab. Member of Mila’s faculty corp, she also leads the Facebook AI Research lab in Montreal, Canada. Web1 aug. 2024 · After explaining what reproducibility is and what the challenges are, we will examine existing mechanisms for reproducibility in ML and NLP, such as … Web5 apr. 2024 · According to the authors, the results of this reproducibility experiment at NeurIPS 2024 could be summarized as follows: Indicating a success of code submission policy, NeurIPS witnessed a rise in several authors willingly submitting code. This increased from less than 50% a year ago, to nearly 75%. everything under the sun expo in orlando fl