Giovanni Vacanti

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 4

Top Topics

Generative Model

Learning Models

Maximum Entropy Principle

Prediction Model

Top Venues

J. Mach. Learn. Res.

Publications

Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti, Alexandru Coca
Alibi Explain: Algorithms for Explaining Machine Learning Models. J. Mach. Learn. Res. 22 (2021)
Arnaud Van Looveren, Janis Klaise, Giovanni Vacanti, Oliver Cobb
Conditional Generative Models for Counterfactual Explanations. CoRR (2021)
Janis Klaise, Arnaud Van Looveren, Clive Cox, Giovanni Vacanti, Alexandru Coca
Monitoring and explainability of models in production. CoRR (2020)
Giovanni Vacanti, Arnaud Van Looveren
Adversarial Detection and Correction by Matching Prediction Distributions. CoRR (2020)