@agramfort.bsky.social
Building the future of neural interfaces from EMG signals at Meta Reality Labs. Ex Research director at Inria, scikit-learn co-founder, mne-python creator.
Reposted
🚀 I’m pleased to announce a new preprint!
"SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities"
📢 Check it out & contribute!
📜 Paper: arxiv.org/abs/2407.11676
💻 Code: github.com/scikit-adapt...
"SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities"
📢 Check it out & contribute!
📜 Paper: arxiv.org/abs/2407.11676
💻 Code: github.com/scikit-adapt...
February 12, 2025 at 3:17 PM
🚀 I’m pleased to announce a new preprint!
"SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities"
📢 Check it out & contribute!
📜 Paper: arxiv.org/abs/2407.11676
💻 Code: github.com/scikit-adapt...
"SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities"
📢 Check it out & contribute!
📜 Paper: arxiv.org/abs/2407.11676
💻 Code: github.com/scikit-adapt...
Reposted
🚀 Meet skore—the @scikit-learn.org sidekick!
🔹 Offers guidance on modeling
🔹 Automated reports & key metrics
💡 Built by scikit-learn maintainers. Open-source & ready to use!
Try it 👉 tinyurl.com/bdhszwtn
🔹 Offers guidance on modeling
🔹 Automated reports & key metrics
💡 Built by scikit-learn maintainers. Open-source & ready to use!
Try it 👉 tinyurl.com/bdhszwtn
GitHub - probabl-ai/skore: the scikit-learn sidekick
the scikit-learn sidekick. Contribute to probabl-ai/skore development by creating an account on GitHub.
tinyurl.com
January 22, 2025 at 4:22 PM
🚀 Meet skore—the @scikit-learn.org sidekick!
🔹 Offers guidance on modeling
🔹 Automated reports & key metrics
💡 Built by scikit-learn maintainers. Open-source & ready to use!
Try it 👉 tinyurl.com/bdhszwtn
🔹 Offers guidance on modeling
🔹 Automated reports & key metrics
💡 Built by scikit-learn maintainers. Open-source & ready to use!
Try it 👉 tinyurl.com/bdhszwtn
Reposted
With some help (and terrifying but so nice code reviews) from @agramfort.bsky.social we made it a proper Python library with a documentation and an example gallery. pythonot.github.io/auto_example...
Examples gallery — POT Python Optimal Transport 0.9.5 documentation
pythonot.github.io
December 13, 2024 at 9:54 AM
With some help (and terrifying but so nice code reviews) from @agramfort.bsky.social we made it a proper Python library with a documentation and an example gallery. pythonot.github.io/auto_example...
Great science and friends moments this year at @neuripsconf.bsky.social see you next year 👋
December 16, 2024 at 5:14 PM
Great science and friends moments this year at @neuripsconf.bsky.social see you next year 👋
I will be at @neuripsconf.bsky.social 2024 in Vancouver next week. Ping me if you want to grab ☕️ or🍺 and chat about ML stuff for biosignals (EMG, EEG, MEG, …)
December 8, 2024 at 11:58 AM
I will be at @neuripsconf.bsky.social 2024 in Vancouver next week. Ping me if you want to grab ☕️ or🍺 and chat about ML stuff for biosignals (EMG, EEG, MEG, …)
Reposted
Next week, we’ll present our spotlight paper at #NeurIPS2024 on domain adaptation for EEG data. Join us in East Exhibit Hall A-C on Friday at 4:30 PM!
arxiv.org/abs/2407.03878
Apolline Mellot @sylvchev.bsky.social @agramfort.bsky.social @dngman.bsky.social
A thread: 1/7
arxiv.org/abs/2407.03878
Apolline Mellot @sylvchev.bsky.social @agramfort.bsky.social @dngman.bsky.social
A thread: 1/7
Geodesic Optimization for Predictive Shift Adaptation on EEG data
Electroencephalography (EEG) data is often collected from diverse contexts involving different populations and EEG devices. This variability can induce distribution shifts in the data $X$ and in the b...
arxiv.org
December 4, 2024 at 9:07 AM
Next week, we’ll present our spotlight paper at #NeurIPS2024 on domain adaptation for EEG data. Join us in East Exhibit Hall A-C on Friday at 4:30 PM!
arxiv.org/abs/2407.03878
Apolline Mellot @sylvchev.bsky.social @agramfort.bsky.social @dngman.bsky.social
A thread: 1/7
arxiv.org/abs/2407.03878
Apolline Mellot @sylvchev.bsky.social @agramfort.bsky.social @dngman.bsky.social
A thread: 1/7
Reposted
Anne Gagneux, Ségolène Martin, @quentinbertrand.bsky.social Remi Emonet and I wrote a tutorial blog post on flow matching: dl.heeere.com/conditional-... with lots of illustrations and intuition!
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
November 27, 2024 at 9:00 AM
Anne Gagneux, Ségolène Martin, @quentinbertrand.bsky.social Remi Emonet and I wrote a tutorial blog post on flow matching: dl.heeere.com/conditional-... with lots of illustrations and intuition!
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423