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sbaunsgaard.bsky.social
@sbaunsgaard.bsky.social
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Reposted
bifold.berlin
Congratulations to Sebastian Baunsgaard successfully defending his PhD thesis, "Workload-aware Compressed Linear Algebra for Data-centric Machine Learning Pipelines"

Sebastian is part of the DAMS group (lead: @matthiasboehm7.bsky.social) BIFOLD / @tuberlin.bsky.social

#phd #defended
August 14, 2025 at 8:03 AM
Reposted
oovcharenko.bsky.social
✨ Excited to present our workshop paper at DataWorld at #ICML2025 tomorrow 🇨🇦

We introduce the problem of detecting cross-modal errors in tabular data that originate from other modalities.

Visit our poster:
📅 Saturday, July 19, 10:05 AM - 11:20 AM
📍 West Meeting Room 208-209
July 18, 2025 at 5:24 PM
Reposted
rieck.mlsec.org
Today, Jonas presents a new type of adversarial examples at
@icmlconf.bsky.social!

We exploit subtle numerical differences between linear algebra backends and craft inputs that yield different predictions from the same model depending on the backend used 🤯 mlsec.org/docs/2025-ic...

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Visualization of the attack. A dog is shown for which three backends yield the prediction "boxer", while one backend returns "castle".
July 17, 2025 at 7:55 AM
Reposted
oovcharenko.bsky.social
📢 Our extended benchmark on self-supervised learning for single-cell data, scSSL-Bench 🧬, is now accepted at ICML (spotlight)!

Thanks to all collaborators from @bifold.berlin and @ethzurich.bsky.social!
oovcharenko.bsky.social Olga Ovcharenko @oovcharenko.bsky.social · Dec 12
📢 Our benchmark on self-supervised learning for single-cell data🧬 is accepted at the #NeurIPS2024 SSL workshop. We take a first step towards establishing best practices for SSL methods for single-cell data, and benchmark 8 SSL methods on 3 downstream tasks across 8 datasets.
May 1, 2025 at 10:34 PM