Andreas Mueller

@amuellerml

Machine learner, Python geek and scikit-learn developer. Principal Research SDE @AzureData @Microsoft. Posting on LinkedIn now.

Santa Cruz Mountains

amueller.github.io

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Andreas Mueller
@amuellerml
Sep 8
I'm so thankful to have been part of this incredible team effort. The next generation of models will be truly incredible.
OpenAI
@OpenAI
Sep 8
We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra. The problem
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Andreas Mueller
@amuellerml
Feb 11, 2025
New preprint arxiv.org/abs/2502.05392 Open Challenges in Time Series Anomaly Detection: An Industry Perspective This is a vision paper about what I think it missing from current research in time series anomaly detection, and how it could align better with practical applications.
arxiv.org
Open Challenges in Time Series Anomaly Detection: An Industry Perspective
Current research in time-series anomaly detection is using definitions that miss critical aspects of how anomaly detection is commonly used in practice. We list several areas that are of practical...
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Andreas Mueller
@amuellerml
Aug 15, 2024
I'm pretty frustrated with the current review process in ML (both from an author, reviewer and meta-reviewer perspective). There's possible solutions or at least experiments and changes, but I feel like business as usual is no longer feasible.
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Andreas Mueller
@amuellerml
Dec 15, 2023
@MadelonHulsebos knows what's up
Andreas Mueller
@amuellerml
Dec 15, 2023
I'm excited to share our results on MotherNet, a new hyper-network architecture based on TabPFN that can learn an MLP in-context using a single forward pass. This substantially improves prediction times over predicting with TabPFN directly: arxiv.org/abs/2312.08598
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