31 citations · 63 across the 39 of their papers we have counts for
4 papers · 1 filter
Better Model Selection with a new Definition of Feature Importance
Fan Fang, Carmine Ventre, Lingbo Li +3
Feature importance aims at measuring how crucial each input feature is for model prediction. It is widely used in feature engineering, model selection and explainable artificial in…
Two-way Greedy: Algorithms for Imperfect Rationality
Diodato Ferraioli, Paolo Penna, Carmine Ventre
The realization that selfish interests need to be accounted for in the design of algorithms has produced many contributions in computer science under the umbrella of algorithmic me…
Cryptocurrency Trading: A Comprehensive Survey
Fan Fang, Carmine Ventre, Michail Basios +4
In recent years, the tendency of the number of financial institutions including cryptocurrencies in their portfolios has accelerated. Cryptocurrencies are the first pure digital as…
Ascertaining price formation in cryptocurrency markets with DeepLearning
Fan Fang, Waichung Chung, Carmine Ventre +4
The cryptocurrency market is amongst the fastest-growing of all the financial markets in the world. Unlike traditional markets, such as equities, foreign exchange and commodities,…