Alberto Carlo Maria Mancino

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Contingency Tables

Machine Learning Models

Collaborative Filtering

Recommender Systems

Top Venues

Publications

Salvatore Bufi, Alberto Carlo Maria Mancino, Antonio Ferrara, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering. CoRR (2024)
Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini
Are We Done with MMLU? CoRR (2024)
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Eugenio Di Sciascio, Tommaso Di Noia
A Topology-aware Analysis of Graph Collaborative Filtering. CoRR (2023)
Antonio Ferrara, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs. Trans. Recomm. Syst. 1 (4) (2023)
Vincenzo Paparella, Alberto Carlo Maria Mancino, Antonio Ferrara, Claudio Pomo, Vito Walter Anelli, Tommaso Di Noia
Knowledge Graph Datasets for Recommendation. KaRS@RecSys (2023)
Felice Antonio Merra, Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Alberto Carlo Maria Mancino
Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries. SIGIR (2023)
Alberto Carlo Maria Mancino, Antonio Ferrara, Salvatore Bufi, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
KGTORe: Tailored Recommendations through Knowledge-aware GNN Models. RecSys (2023)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs. SEBD (2022)
Alberto Carlo Maria Mancino, Tommaso Di Noia
Towards Differentially Private Machine Learning Models and Their Robustness to Adversaries. ICWE (2022)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Addressing Privacy in Recommender Systems with Federated Learning. IIR (2022)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs. RecSys (2021)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs. CoRR (2021)
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
Sparse Embeddings for Recommender Systems with Knowledge Graphs. IIR (2021)