conftrace_

Carlo Lucibello

6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) ICML (1) JMLR (1)

Top co-authors

Christoph Feinauer (2) Yue Lu (1) Gabriele Perugini (1) George Stamatescu (1) Carlo Baldassi (1) Barthelemy Meynard-Piganeau (1) Luca Ambrogioni (1) Ian Fuss (1) Gianluigi Silvestri (1) Elizaveta Demyanenko (1)

Keywords

deep learning (1) high-dimensional estimation (1) message passing (1) approximate message passing (1) phase retrieval (1) state evolution (1) gpu computing (1) prior misspecification (1) graph neural network (1) generalized linear estimation (1) julia programming (1)

Papers

Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion ICLR 2025 Fast Uncovering of Protein Sequence Diversity from Structure ICLR 2025 GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia JMLR 2025 Entropic gradient descent algorithms and wide flat minima ICLR 2021 Critical initialisation in continuous approximations of binary neural networks ICLR 2020 Generalized Approximate Survey Propagation for High-Dimensional Estimation ICML 2019