Zobrazeno 1 - 10
of 133
pro vyhledávání: '"Bellotti, Anthony"'
Autor:
Fang, Yizirui, Bellotti, Anthony
Inductive conformal predictors (ICPs) are algorithms that are able to generate prediction sets, instead of point predictions, which are valid at a user-defined confidence level, only assuming exchangeability. These algorithms are useful for reliable
Externí odkaz:
http://arxiv.org/abs/2406.12262
Autor:
Lei, Haocheng, Bellotti, Anthony
By generating prediction intervals (PIs) to quantify the uncertainty of each prediction in deep learning regression, the risk of wrong predictions can be effectively controlled. High-quality PIs need to be as narrow as possible, whilst covering a pre
Externí odkaz:
http://arxiv.org/abs/2302.00872
Publikováno v:
In Information and Software Technology November 2024 175
Publikováno v:
In Neurocomputing 1 February 2025 616
Publikováno v:
In Neurocomputing 1 January 2025 611
Autor:
Bellotti, Anthony
Conformal predictors are an important class of algorithms that allow predictions to be made with a user-defined confidence level. They are able to do this by outputting prediction sets, rather than simple point predictions. The conformal predictor is
Externí odkaz:
http://arxiv.org/abs/2105.11255
Autor:
Bellotti, Anthony
Conformal predictors are machine learning algorithms that output prediction sets that have a guarantee of marginal validity for finite samples with minimal distributional assumptions. This is a property that makes conformal predictors useful for mach
Externí odkaz:
http://arxiv.org/abs/2102.07436
Autor:
Chung, Ken, Bellotti, Anthony
This paper investigates the phenomenon of support and resistance levels (SR levels) in financial time series, which act as temporary price barriers that reverses price trends. We develop a heuristic discovery algorithm for this purpose, to discover a
Externí odkaz:
http://arxiv.org/abs/2101.07410
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Autor:
Lu, Qingyang, Fu, Chuyan, Nan, Kailiang, Fang, Yichu, Xu, Jialue, Liu, Jinyao, Bellotti, Anthony Graham, Lee, Boon Giin
Publikováno v:
In Intelligent Systems with Applications November 2023 20