Andreas Mueller (@amuellerml) / X

Andreas Mueller

9,435 posts

Andreas Mueller

@amuellerml

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

Santa Cruz Mountains

Joined January 2012

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...
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.
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
Andreas Mueller
@amuellerml
Dec 14, 2023
@agramfort seeing the scikit-learn sticker on my name tag
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