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Pau Vilimelis Aceituno

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2) ICML (1)

Top co-authors

Pascal Josef Sager (1) Thilo Stadelmann (1) Johannes von Oswald (1) Javier Garcia Ordonez (1) Benjamin F Grewe (1) Matilde Tristany Farinha (1) Matteo Saponati (1) Seijin Kobayashi (1) Benjamin F. Grewe (1) João Sacramento (1)

Keywords

neural tangent kernel (1) uncertainty quantification (1) neural network optimization (1) biological plausibility (1) out-of-distribution detection (1) uncertainty estimation (1) credit assignment (1) deep ensemble (1) predictive variance (1) gauss-newton optimization (1) deep feedback control (1)

Papers

The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training ICML 2025 Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel NIPS 2022 Credit Assignment in Neural Networks through Deep Feedback Control NIPS 2021