Allegra De Filippo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Energy Management

Robust Optimization

Decision Making Under Uncertainty

Top Venues

Publications

Lorenzo Stacchio, Silvia Garzarella, Pasquale Cascarano, Allegra De Filippo, Elena Cervellati, Gustavo Marfia
DanXe: An extended artificial intelligence framework to analyze and promote dance heritage. Digit. Appl. Archaeol. Cult. Heritage 33 (2024)
Allegra De Filippo, Luca Giuliani, Eleonora Mancini, Andrea Borghesi, Paola Mello, Michela Milano
Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations. IJCAI (2023)
Luca Giuliani, Allegra De Filippo, Andrea Borghesi
Towards Intelligent Music Production: A Sample-based Approach. CREAI@AI*IA (2023)
Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning. CoRR (2023)
Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint. RecSys (2023)
Matteo Francobaldi, Allegra De Filippo, Andrea Borghesi, Nikola Pizurica, Igor Jovancevic, Tim Llewellynn, Miguel de Prado
TinderAI: Support System for Matching AI Algorithms and Embedded Devices. FLAIRS (2023)
Luca Giuliani, Francesco Ballerini, Allegra De Filippo, Andrea Borghesi
MusiComb: a Sample-based Approach to Music Generation Through Constraints. ICTAI (2023)
Allegra De Filippo, Michela Milano
Robotic Choreography Creation Through Symbolic AI Techniques. ICEC (2023)
Mattia Silvestri, Allegra De Filippo, Michele Lombardi, Michela Milano
UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning. CoRR (2022)
Allegra De Filippo, Andrea Borghesi, Andrea Boscarino, Michela Milano
HADA: An automated tool for hardware dimensioning of AI applications. Knowl. Based Syst. 251 (2022)
Mattia Silvestri, Allegra De Filippo, Federico Ruggeri, Michele Lombardi
Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning. CPAIOR (2022)
Allegra De Filippo, Paola Mello, Michela Milano
Do You Like Dancing Robots? AI Can Tell You Why. PAIS@ECAI (2022)
Allegra De Filippo, Andrea Borghesi
Constrained Hardware Dimensioning for AI Algorithms. PAIS@ECAI (2022)
Luca Giuliani, Allegra De Filippo, Andrea Borghesi, Paola Mello, Michela Milano
A Multi-modal Perspective for the Artistic Evaluation of Robotic Dance Performances. CREAI@AI*IA (2022)
Allegra De Filippo, Michele Lombardi, Michela Milano
Integrated Offline and Online Decision Making under Uncertainty. J. Artif. Intell. Res. 70 (2021)
Allegra De Filippo, Michele Lombardi, Michela Milano
Robust Optimization Models For Local Flexibility Characterization of Virtual Power Plants. AI*IA (2021)
Allegra De Filippo, Michele Lombardi, Michela Milano
Hybrid Offline/Online Optimization Under Uncertainty. ECAI (2020)
Allegra De Filippo, Michele Lombardi, Michela Milano
The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty. IJCAI (2020)
Allegra De Filippo, Michele Lombardi, Michela Milano
How to Tame Your Anticipatory Algorithm. IJCAI (2019)
Allegra De Filippo, Michele Lombardi, Michela Milano
How to Tame Your Anticipatory Algorithm. DDC@AI*IA (2019)
Allegra De Filippo, Michele Lombardi, Michela Milano
Methods for off-line/on-line optimization under uncertainty. IJCAI (2018)
Allegra De Filippo, Michele Lombardi, Michela Milano
Off-Line and On-Line Optimization Under Uncertainty: A Case Study on Energy Management. CPAIOR (2018)
Allegra De Filippo, Michele Lombardi, Michela Milano, Alberto Borghetti
Robust Optimization for Virtual Power Plants. AI*IA (2017)
Allegra De Filippo, Michele Lombardi, Michela Milano
Non-linear Optimization of Business Models in the Electricity Market. CPAIOR (2016)