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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerFerrari Dacrema Maurizio
QualificationFull time fixed-term researcher law 240/2010 full time
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-05/A - Information Processing Systems
Curriculum VitaeDownload CV (124.4Kb - 21/02/2025)
OrcIDhttps://orcid.org/0000-0001-7103-2788

Contacts
Office hoursOffice hours is not available yet
E-mailmaurizio.ferrari@polimi.it
Personal websitehttps://mauriziofd.github.io/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025
No product yet registered in the year 2025


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Exploring the Role of Hamiltonian Expressibility in Ansatz Selection for Variational Quantum Algorithms (Show >>)
Conference proceedings
Adaptive Learning for Quantum Linear Regression (Show >>)
An Application of Reinforcement Learning for Minor Embedding in Quantum Annealing (Show >>)
Exploiting Contextual Normalizations and Article Endorsement for News Recommendation (Show >>)
Leveraging Semantic Embeddings of User Reviews with Off-the-Shelf LLMs for Recommender Systems (Show >>)
Overview of QuantumCLEF 2024: The Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF (Show >>)
Pre-Trained LLM Embeddings of Product Reviews for Recommendation (Show >>)
Quantum Computing for Information Retrieval and Recommender Systems (Show >>)
QuantumCLEF - Quantum Computing at CLEF (Show >>)
QuantumCLEF 2024: Overview of the Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF (Show >>)
Reinforcement Learning for Variational Quantum Circuit Design (Show >>)
Journal Articles
Analyzing the effectiveness of quantum annealing with meta-learning (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Benchmarking adaptative variational quantum algorithms on QUBO instances (Extended Abstract) (Show >>)
Conference proceedings
Benchmarking Adaptative Variational Quantum Algorithms on QUBO Instances (Show >>)
Characterizing Impression-Aware Recommender Systems (Show >>)
Does the structure of the QUBO problem affect the effectiveness of quantum annealing? An empirical perspective (Show >>)
Impressions in Recommender Systems: Present and Future (Show >>)
Incorporating Impressions to Graph-Based Recommenders (Show >>)
Pessimistic Rescaling and Distribution Shift of Boosting Models for Impression-Aware Online Advertising Recommendation (Show >>)
Towards Improved QUBO Formulations of IR Tasks for Quantum Annealers (Show >>)
Workshop on Learning and Evaluating Recommendations with Impressions (LERI) (Show >>)
qCLEF: A Proposal to Evaluate Quantum Annealing for Information Retrieval and Recommender Systems (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Design and Evaluation of Cross-Domain Recommender Systems (Show >>)
Conference proceedings
An Evaluation Study of Generative Adversarial Networks for Collaborative Filtering (Show >>)
Evaluating Recommendations in a User Interface With Multiple Carousels (Show >>)
Feature Selection for Classification with QAOA (Show >>)
Feature Selection via Quantum Annealers for Ranking and Classification Tasks (Show >>)
Lightweight Model for Session-Based Recommender Systems with Seasonality Information in the Fashion Domain (Show >>)
Off-Policy Evaluation with Deficient Support Using Side Information (Show >>)
Replication of Recommender Systems with Impressions (Show >>)
Replication of collaborative Filtering Generative Adversarial Networks on Recommender Systems (Show >>)
Towards Feature Selection for Ranking and Classification Exploiting Quantum Annealers (Show >>)
Towards Recommender Systems with Community Detection and Quantum Computing (Show >>)
Towards the Evaluation of Recommender Systems with Impressions (Show >>)
Virtual Network Function Embedding with Quantum Annealing (Show >>)
Journal Articles
Evaluating the Job Shop Scheduling Problem on a D-Wave Quantum Annealer (Show >>)
From Data Analysis to Intent-based Recommendation: an Industrial Case Study in the Video Domain (Show >>)
Offline Evaluation of Recommender Systems in a User Interface With Multiple Carousels (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Abstract in Atti di convegno
Demonstrating the Equivalence of List Based and Aggregate Metrics to Measure the Diversity of Recommendations (Student Abstract) (Show >>)
Conference proceedings
A Methodology for the Offline Evaluation of Recommender Systems in a User Interface with Multiple Carousels (Show >>)
Lightweight and Scalable Model for Tweet Engagements Predictions in a Resource-constrained Environment (Show >>)
Measuring the Ranking Quality of Recommendations in a Two-Dimensional Carousel Setting (Show >>)
Measuring the User Satisfaction in a Recommendation Interface with Multiple Carousels (Show >>)
Optimizing the Selection of Recommendation Carousels with Quantum Computing (Show >>)
Journal Articles
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research (Show >>)
Feature selection for Recommender Systems with Quantum Computing (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
24/04/2025