Alessandro Incremona

Assistant Professor (RTD-A)

Catholic University of the Sacred Heart

Italy

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About

Alessandro Incremona is an Assistant Professor (RTD-A) at the Catholic University of the Sacred Heart in Italy. His research primarily focuses on imitation learning, stochastic control models, and the ethical implications of machine learning. Recent articles highlight his work on large language model distillation, battery management systems, and forecasting methodologies for electricity load in Italy.

Articles (8)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2022

Year:

2022

Year:

2021

Year:

2020

Collaborators (1)

Alice Gatti

Catholic University of the Sacred Heart

ITALY

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Alessandro Incremona

Research Interests

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Articles (8)

Breaking Away From AI: The Ontological and Ethical Evolution of Machine Learning

Imitation learning-driven approximation of stochastic control models

Mitigating exposure bias in large language model distillation: an imitation learning approach

Neural Network-Based Imitation Learning for Approximating Stochastic Battery Management Systems

Regularization methods for the short-term forecasting of the Italian electric load

Short-term forecasting of the Italian load demand during the Easter Week

Aggregation of nonlinearly enhanced experts with application to electricity load forecasting

Spectral Characterization of the Multi-Seasonal Component of the Italian Electric Load: A LASSO-FFT Approach

Collaborators (1)

Alice Gatti

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