Giacomo De Palma

2 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13)

Conferences

ICML (1) NIPS (1)

Top co-authors

Bobak Kiani (2) Seth Lloyd (2)

Keywords

deep neural network (2) gaussian process (1) generalization bound (1) relu activation (1) adversarial perturbation (1) binary classifier (1) adversarial example (1) infinite width (1) network width (1) adversarial robustness (1) random weight (1)

Papers

Adversarial Robustness Guarantees for Random Deep Neural Networks ICML 2021

Random deep neural networks are biased towards simple functions NIPS 2019