Vincenzo Paparella

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 12

Top Topics

Contextual Bandit

Pareto Optimality

Recommender Systems

Collaborative Filtering

Top Venues

Publications

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Daniele Malitesta, Vincenzo Paparella, Claudio Pomo
Auditing Consumer- and Producer-Fairness in Graph Collaborative Filtering. ECIR (1) (2023)
Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation. CIKM (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)
Vincenzo Paparella, Vito Walter Anelli, Ludovico Boratto, Tommaso Di Noia
Reproducibility of Multi-Objective Reinforcement Learning Recommendation: Interplay between Effectiveness and Beyond-Accuracy Perspectives. RecSys (2023)
Dario Di Palma, Vito Walter Anelli, Daniele Malitesta, Vincenzo Paparella, Claudio Pomo, Yashar Deldjoo, Tommaso Di Noia
Examining Fairness in Graph-Based Collaborative Filtering: A Consumer and Producer Perspective. IIR (2023)
Vincenzo Paparella, Vito Walter Anelli, Franco Maria Nardini, Raffaele Perego, Tommaso Di Noia
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation. CoRR (2023)
Paolo Sorino, Vincenzo Paparella, Domenico Lofù, Tommaso Colafiglio, Eugenio Di Sciascio, Fedelucio Narducci, Rodolfo Sardone, Tommaso Di Noia
A Pareto-Optimality-Based Approach for Selecting the Best Machine Learning Models in Mild Cognitive Impairment Prediction. SMC (2023)
Vincenzo Paparella, Dario Di Palma, Vito Walter Anelli, Tommaso Di Noia
Broadening the Scope: Evaluating the Potential of Recommender Systems beyond prioritizing Accuracy. RecSys (2023)
Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Francesco Maria Donini, Vincenzo Paparella, Claudio Pomo
An Analysis of Local Explanation with LIME-RS. IIR (2022)
Vincenzo Paparella
Pursuing Optimal Trade-Off Solutions in Multi-Objective Recommender Systems. RecSys (2022)
Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Francesco Maria Donini, Vincenzo Paparella, Claudio Pomo
Adherence and Constancy in LIME-RS Explanations for Recommendation. CoRR (2021)
Vito Walter Anelli, Alejandro Bellogín, Tommaso Di Noia, Francesco Maria Donini, Vincenzo Paparella, Claudio Pomo
Adherence and Constancy in LIME-RS Explanations for Recommendation (Long paper). KaRS/ComplexRec@RecSys (2021)