Giuseppe Ughi

According to our database, Giuseppe Ughi authored at least 4 papers between 2020 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery.

Odhran O'Donoghue, Paul Duckworth, Giuseppe Ughi, Linus Scheibenreif, Kia Khezeli, Adrienne Hoarfrost, Samuel Budd, Patrick Foley, Nicholas Chia, John Kalantari, Graham Mackintosh, Frank Soboczenski, Lauren M. Sanders

CoRR, 2021

Mutual Information of Neural Network Initialisations: Mean Field Approximations.

Jared Tanner, Giuseppe Ughi

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

An Empirical Study of Derivative-Free-Optimization Algorithms for Targeted Black-Box Attacks in Deep Neural Networks.

Giuseppe Ughi, Vinayak Abrol, Jared Tanner

CoRR, 2020

A Model-Based Derivative-Free Approach to Black-Box Adversarial Examples: BOBYQA.

Giuseppe Ughi, Vinayak Abrol, Jared Tanner

CoRR, 2020