Andrea Coletta

50 papers A* 3A 3B 1Journal 31Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
DiffCATS: Causally Associated Time-Series Generation through Diffusion Models.
Trans. Mach. Learn. Res.
Giuseppe Masi, Andrea Coletta, Elizabeth Fons, Svitlana Vyetrenko, Novella Bartolini
2025 J jnl
A 2-UAV: Application-Aware resilient edge-assisted UAV networks.
Comput. Networks
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
2025 J jnl
Aligning Knowledge Graphs and Language Models for Factual Accuracy.
CoRR
Nur A. Zarin Nishat, Andrea Coletta, Luigi Bellomarini, Kossi Amouzouvi, Jens Lehmann, Sahar Vahdati
2025 — conf
Chat Bankman-Fried: an Exploration of LLM Alignment in Finance.
COLING Workshops
Claudia Biancotti, Carolina Camassa, Andrea Coletta, Oliver Giudice, Aldo Glielmo
2025 — conf
ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation.
ISWC (1)
Riccardo Pozzi, Matteo Palmonari, Andrea Coletta, Luigi Bellomarini, Jens Lehmann, Sahar Vahdati
2025 J jnl
ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation.
CoRR
Riccardo Pozzi, Matteo Palmonari, Andrea Coletta, Luigi Bellomarini, Jens Lehmann, Sahar Vahdati
2025 J jnl
Robust Causal Discovery in Real-World Time Series with Power-Laws.
CoRR
Matteo Tusoni, Giuseppe Masi, Andrea Coletta, Aldo Glielmo, Viviana Arrigoni, Novella Bartolini
2025 J jnl
SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs.
CoRR
Kossi Amouzouvi, Bowen Song, Andrea Coletta, Luigi Bellomarini, Jens Lehmann, Sahar Vahdati
2024 J jnl
Chat Bankman-Fried: an Exploration of LLM Alignment in Finance.
CoRR
Claudia Biancotti, Carolina Camassa, Andrea Coletta, Oliver Giudice, Aldo Glielmo
2024 J jnl
LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
CoRR
Andrea Coletta, Kshama Dwarakanath, Penghang Liu, Svitlana Vyetrenko, Tucker Balch
2024 J jnl
Lob-based deep learning models for stock price trend prediction: a benchmark study.
Artif. Intell. Rev.
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
2024 J jnl
Privacy-Preserving Synthetically Augmented Knowledge Graphs with Semantic Utility.
CoRR
Luigi Bellomarini, Costanza Catalano, Andrea Coletta, Michela Iezzi, Pierangela Samarati
2024 — conf
Simulating the Economic Impact of Rationality through Reinforcement Learning and Agent-Based Modelling.
ICAIF
Simone Brusatin, Tommaso Padoan, Andrea Coletta, Domenico Delli Gatti, Aldo Glielmo
2024 J jnl
Simulating the economic impact of rationality through reinforcement learning and agent-based modelling.
CoRR
Simone Brusatin, Tommaso Padoan, Andrea Coletta, Domenico Delli Gatti, Aldo Glielmo
2024 J jnl
Synthetic Data Applications in Finance.
CoRR
Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta, Niccolò Dalmasso, Yousef El-Laham, Elizabeth Fons, Mohsen Ghassemi, Sriram Gopalakrishnan, Vikesh Gosai, Eleonora Kreacic, Ganapathy Mani, Saheed Obitayo, Deepak Paramanand, Natraj Raman, Mikhail Solonin, Srijan Sood, Svitlana Vyetrenko, Haibei Zhu, Manuela Veloso, Tucker Balch
2024 J jnl
TaMaRA: A Task Management and Routing Algorithm for FANETs.
IEEE Trans. Mob. Comput.
Novella Bartolini, Andrea Coletta, Gaia Maselli, Matteo Prata
2024 J jnl
iHyperTime: Interpretable Time Series Generation with Implicit Neural Representations.
Trans. Mach. Learn. Res.
Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Andrea Coletta, Alexandros Iosifidis, Svitlana Vyetrenko
2023 A* conf
A
INFOCOM
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
2023 J jnl
A
CoRR
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
2023 J jnl
ATMS: Algorithmic Trading-Guided Market Simulation.
CoRR
Song Wei, Andrea Coletta, Svitlana Vyetrenko, Tucker Balch
2023 — conf
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness.
ICAIF
Andrea Coletta, Joseph Jerome, Rahul Savani, Svitlana Vyetrenko
2023 J jnl
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness.
CoRR
Andrea Coletta, Joseph Jerome, Rahul Savani, Svitlana Vyetrenko
2023 A* conf
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs.
ICML
Andrea Coletta, Svitlana Vyetrenko, Tucker Balch
2023 J jnl
K-SHAP: Policy Clustering Algorithm for Anonymous State-Action Pairs.
CoRR
Andrea Coletta, Svitlana Vyetrenko, Tucker Balch
2023 J jnl
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study.
CoRR
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
2023 — conf
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections.
ICAIF
Tom Bamford, Andrea Coletta, Elizabeth Fons, Sriram Gopalakrishnan, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso
2023 J jnl
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections.
CoRR
Tom Bamford, Andrea Coletta, Elizabeth Fons, Sriram Gopalakrishnan, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso
2023 A* conf
On the Constrained Time-Series Generation Problem.
NeurIPS
Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo, Svitlana Vyetrenko
2023 J jnl
On the Constrained Time-Series Generation Problem.
CoRR
Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo, Svitlana Vyetrenko
2023 J jnl
SIDE : Self Driving Drones Embrace Uncertainty.
IEEE Trans. Mob. Comput.
Novella Bartolini, Andrea Coletta, Gaia Maselli
2023 J jnl
Stop & Offload: Periodic data offloading in UAV networks.
Comput. Commun.
Novella Bartolini, Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri
2023 — conf
Stop & Route: Periodic Data Offloading in UAV Networks.
WONS
Novella Bartolini, Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri
2022 — conf
Learning to simulate realistic limit order book markets from data as a World Agent.
ICAIF
Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
2022 J jnl
Learning to simulate realistic limit order book markets from data as a World Agent.
CoRR
Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
2022 J jnl
Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries.
IEEE Internet Things J.
Andrea Coletta, Novella Bartolini, Gaia Maselli, Annalyse Kehs, Peter McCloskey, David P. Hughes
2022 — —
Towards autonomous networks of drones.
Andrea Coletta
2021 J jnl
A Multi-Trip Task Assignment for Early Target Inspection in Squads of Aerial Drones.
IEEE Trans. Mob. Comput.
Novella Bartolini, Andrea Coletta, Gaia Maselli, Alá F. Khalifeh
2021 J jnl
Environment-driven Communication in Battery-free Smart Buildings.
ACM Trans. Internet Things
Mauro Piva, Andrea Coletta, Gaia Maselli, John A. Stankovic
2021 — conf
GenPath - A Genetic Multi-Round Path Planning Algorithm for Aerial Vehicles.
INFOCOM Workshops
Novella Bartolini, Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri
2021 A conf
MAD for FANETs: Movement Assisted Delivery for Flying Ad-hoc Networks.
ICDCS
Novella Bartolini, Andrea Coletta, Andrea Gennaro, Gaia Maselli, Matteo Prata
2021 A conf
On connected deployment of delay-critical FANETs.
IROS
Novella Bartolini, Andrea Coletta, Matteo Prata, Camilla Serino
2021 J jnl
Towards Realistic Market Simulations: a Generative Adversarial Networks Approach.
CoRR
Andrea Coletta, Matteo Prata, Michele Conti, Emanuele Mercanti, Novella Bartolini, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
2021 — conf
Towards realistic market simulations: a generative adversarial networks approach.
ICAIF
Andrea Coletta, Matteo Prata, Michele Conti, Emanuele Mercanti, Novella Bartolini, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
2020 B conf
DANGER: a drones aided network for guiding emergency and rescue operations.
MobiHoc
Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri
2020 — conf
DRUBER: a trustable decentralized drone-based delivery system.
DroNet@MobiSys
Novella Bartolini, Andrea Coletta, Gaia Maselli, Mauro Piva
2020 J jnl
My SIM is Leaking My Data: Exposing Self-Login Privacy Breaches in Smartphones.
CoRR
Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri, Francesco Restuccia
2020 — conf
On Optimal Crowd-Sensing Task Management in Developing Countries.
PerCom Workshops
Andrea Coletta, Novella Bartolini, Gaia Maselli, David P. Hughes
2019 J jnl
MIMOSE: multimodal interaction for music orchestration sheet editors - An integrable multimodal music editor interaction system.
Multim. Tools Appl.
Andrea Coletta, Maria De Marsico, Emanuele Panizzi, Bardh Prenkaj, Domenicomichele Silvestri
2019 J jnl
Molecular Modeling Investigation of the Interaction between Humicola insolens Cutinase and SDS Surfactant Suggests a Mechanism for Enzyme Inactivation.
J. Chem. Inf. Model.
Lisbeth Ravnkilde Kjølbye, Anne Laustsen, Mikkel Vestergaard, Xavier Periole, Leonardo De Maria, Allan Svendsen, Andrea Coletta, Birgit Schiøtt
2019 A conf
On Task Assignment for Early Target Inspection in Squads of Aerial Drones.
ICDCS
Novella Bartolini, Andrea Coletta, Gaia Maselli