Giuseppe Bruno

2 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 📈 Trend Setter

Venues

ICLR (1) NeurIPS (1)

Top co-authors

Federico Pasqualotto (1) Cristina Cipriani (1) Andrea Bonfanti (1) Andrea Agazzi (1)

Research topics

Deep Learning (2) Mathematics & Optimization (2) Architectures (2) Learning Types · Deep Learning (2) Optimization & Theory · Deep Learning (2) Machine Learning (1) Learning Types · Machine Learning (1) Mathematics (1) Optimization (1) Optimization & Theory · Machine Learning (1)

Keywords

partial differential equation (2) mean-field approximation (1) second-order optimization (1) physics-informed neural network (1) gradient flow (1) training dynamics (1) nonlinear partial differential equation (1) spectral bia (1) overparameterized network (1) transformer model (1) meta-stable state (1) neural tangent kernel (1) clustering phenomenon (1)

Papers

Emergence of meta-stable clustering in mean-field transformer models ICLR 2025 The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks NeurIPS 2024