Kaspar Märtens 💙💛
@kasparmartens
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Machine Learning researcher @novonordisk. Formerly @OxCSML @OxfordStats @bdi_oxford | @turinginst | @Apple AI/ML. Myself 🇪🇪
Joined July 2014
Excited to share our #AISTATS2020 paper with @cwcyau, where we propose the BasisVAE: a VAE framework for clustering features (allowing for scale and/or translation invariance). Paper: PyTorch implementation:
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@ekernf01 Very impressive and thorough benchmarking! The fact that predicting the mean is hard-to-beat is also our experience. Actually we have made a similar observation in our paper
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@const_ae Really nice work! These findings are also generally aligned with what we’ve seen in perturbation prediction. Actually we have a paper on the topic of unseen single-gene perturbation prediction, see
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RT @david_a_knowles: The fantastic Machine Learning in Compbio #MLCB2023 papers are up at Thanks @lawrennd & PMLR!…
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RT @jinxu06: We construct neural processes by iteratively transforming a simple stochastic process into an expressive one, similar to flow/…
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RT @kzkedzierska: How robust are proposed foundation models in single-cell biology? Here, we assessed two such models: Geneformer and scG…
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RT @sirbayes: The trilogy is complete! My "Advanced Topics" book is officially released today. Buy it on Amazon, or get it for free at http…
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RT @sedielem: New blog post: perspectives on diffusion, or how diffusion models are autoencoders, deep latent variable models, score functi…
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RT @jinxu06: We introduce a new class of stochastic process models, which are constructed by stacking sequences of neural parameterised Mar…
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RT @rusersoxford: Very excited to announce the kick off of the new academic year on 17th October with @nrennie35 giving a talk on #QuartoPu…
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RT @2plus2make5: I have a postdoc position available in machine learning for healthcare, health equity, and public health! Come work with u…
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RT @sirbayes: I am delighted to announce that the camera-ready version of my new book, "Machine Learning: Advanced Topics", is finally avai…
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RT @cwcyau: The Great UK PhD Data Science Survey (. Please retweet/fwd to any UK PhD students working with data. We…
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RT @cwcyau: I cannot pay you very much but I do have a postdoc available in Artificial Intelligence for Cancer at @bdi_oxford and @Ox_wrh a…
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RT @NGSchoolEU: You can still submit an abstract and join us in September ✌🏻 #NGSchool2022 and #NGSymposium2022 are coming soon!
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Today I learnt how easy it is to set up experiment tracking in Google Colab with wandb, this is cool!
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Having lived in the UK for a number of years already, I still find it mind-boggling how documents are "digitally signed" by including your signature scribble in a pdf
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RT @andreas_madsen: This is hands down the greatest talk on Machine Learning ever made. It was a keynote at ICLR and is now public! Thank y…
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RT @rusersoxford: Look forward to having @jameslairdsmith (from @bankofengland) to visit us on Monday (9th May) and give a talk "Advanced…
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Do not recommend trying to upgrade one's pre-settled status in the UK to settled. Having done this (months ago!), I have somehow temporarily lost my right to work in the UK, and border control has no record of my (previously valid) right to live in the country. #Brexit
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RT @EEMLcommunity: Deadline for applications extended by ~1 week due to popular demand. **New deadline: April 13**. Wide range of topics (D…
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