Giuseppe Ughi

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Variational Approximation

Derivative Free

Top Venues

Publications

Jared Tanner, Giuseppe Ughi
Mutual Information of Neural Network Initialisations: Mean Field Approximations. ISIT (2021)
Jared Tanner, Giuseppe Ughi
Mutual Information of Neural Network Initialisations: Mean Field Approximations. CoRR (2021)
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
Invariant Risk Minimisation for Cross-Organism Inference: Substituting Mouse Data for Human Data in Human Risk Factor Discovery. CoRR (2021)
Giuseppe Ughi, Vinayak Abrol, Jared Tanner
An Empirical Study of Derivative-Free-Optimization Algorithms for Targeted Black-Box Attacks in Deep Neural Networks. CoRR (2020)
Giuseppe Ughi, Vinayak Abrol, Jared Tanner
A Model-Based Derivative-Free Approach to Black-Box Adversarial Examples: BOBYQA. CoRR (2020)