Sebastian Pokutta
@spokutta
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if rising_edge(clk) then: Artificial Intelligence, Optimization, and Machine Learning. Prof @TUBerlin, Vice President @ZuseInstitute else: yield.
Berlin, Germany
Joined June 2009
RT @SebastienBubeck: It’s hard to overstate the significance of this. It may end up looking like a “moon‑landing moment” for AI. Just to s….
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RT @aminkarbasi: My brilliant student @AnayMehrotra and amazing post-doc Alkis Kalavasis just won the Best Paper Award at COLT 2025! Clear….
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RT @maxzimmerberlin: 🎉Our paper "Neural Discovery in Mathematics: Do Machines Dream of Colored Planes?" was selected for an ORAL (top 1%) p….
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RT @maxzimmerberlin: Our #AI4Science paper "Capturing Temporal Dynamics in Canopy Tree Height" is accepted at #ICML2025! We present the fir….
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RT @maxzimmerberlin: Will be at #AISTATS2025 in Phuket, reach out if you are looking for PhD positions!.
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RT @maxzimmerberlin: Poster: Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. Blogpost: ht….
arxiv.org
With the rise in global greenhouse gas emissions, accurate large-scale tree canopy height maps are essential for understanding forest structure, estimating above-ground biomass, and monitoring...
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RT @maxzimmerberlin: Spotlight: Neural Discovery in Mathematics: Do Machines Dream of Colored Planes?. w/ K. Mundin….
arxiv.org
We demonstrate how neural networks can drive mathematical discovery through a case study of the Hadwiger-Nelson problem, a long-standing open problem at the intersection of discrete geometry and...
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RT @maxzimmerberlin: Poster: Approximating Latent Manifolds in Neural Networks via Vanishing Ideals. w/ N. Pellerit….
arxiv.org
Deep neural networks have reshaped modern machine learning by learning powerful latent representations that often align with the manifold hypothesis: high-dimensional data lie on lower-dimensional...
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RT @aminkarbasi: We just released: Foundation-Sec-8B, an open-weight, 8-billion-parameter base model purpose-built for cybersecurity. Wh….
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Looking forward to seeing everyone!.
Come visit our #ICLR2025 poster „On the Byzantine-Resilience of Distillation-Based Federated Learning“ in Poster Session 3 (, joint work with @chrisrx13 and @spokutta!. Informal thread in video below
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Short summary of our recent paper “On the Byzantine-Resilience of Distillation-Based Federated Learning” with Christophe Roux and @maxzimmerberlin. #ml #ai #federatedlearning.
pokutta.com
TL;DR: This is an informal summary of our recent paper On the Byzantine-Resilience of Distillation-Based Federated Learning by Christophe Roux, Max Zimmer and Sebastian Pokutta. We analyze the...
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Short summary of our recent paper on adversarial defenses vs watermarking together with @SaiGaneshNagar1 @BerkantTuran_ and @greg_gluch - you gotta get at most one. #machinelearning #watermarks #adversarialdefense.
pokutta.com
TL;DR: This post examines when backdoor-based watermarks, adversarial defenses, or transferable attacks are possible in machine learning. We demonstrate that for all learning tasks, at least one of...
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RT @maxzimmerberlin: A good time to share our #ICLR2023 paper:.How I Learned to Stop Worrying and Love Retraining. We explore sparsity-adap….
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RT @maxzimmerberlin: 🌟 Join our Team in Berlin 🌟. We are seeking highly motivated PhD students to work on (efficient) Deep Learning, prefer….
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RT @maxzimmerberlin: Really happy to be part of this international and interdisciplinary collaboration! Our #ICML24 camera-ready paper is n….
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RT @maxzimmerberlin: On my way to Vienna for #ICLR2024 with our paper "Sparse Model Soups: A Recipe for Improved Pruning via Model Averagin….
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RT @CharlesRiou007: #optimization #ml #researchpapers #pagerank. Hi everyone,. I have just released a video on a beautiful optimization pap….
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ZIB is turning 40 this year. Celebrate with us!.
pokutta.com
The Zuse Institute Berlin (ZIB) is celebrating its 40th anniversary in 2024. This is an informal heads-up. Stay tuned for more detailed information and save-the-dates on ZIB’s homepage in the weeks...
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Couldn’t agree more with @aminkarbasi : 90 secs well spent!.
If you only have 90 seconds today, try to watch this.
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