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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
LecturerCremonesi Paolo
QualificationFull professor
Belonging DepartmentDipartimento di Elettronica, Informazione e Bioingegneria
Scientific-Disciplinary SectorIINF-05/A - Information Processing Systems
Curriculum VitaeDownload CV (511.15Kb - 05/09/2022)
OrcIDhttps://orcid.org/0000-0002-1253-8081

Contacts
Office hoursOffice hours is not available yet
E-mailpaolo.cremonesi@polimi.it
Personal websitehttp://home.dei.polimi.it/cremones/

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
Conference proceedings
Overview of QuantumCLEF 2024: The Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF (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 >>)


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 >>)
Quantum Computing Research Lines in the Italian Center for Supercomputing (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
Poster
On the Impact of Data Sampling on Hyper-Parameter Optimisation of Recommendation Algorithms (Show >>)
Contributions on scientific books
Design and Evaluation of Cross-Domain Recommender Systems (Show >>)
Session-Based 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 >>)
GAN-based Matrix Factorization for Recommender Systems (Show >>)
Off-Policy Evaluation with Deficient Support Using Side Information (Show >>)
Recommending Relevant Papers to Conference Participants: a Deep Learning Driven Content-based Approach (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
A survey on recent approaches to question difficulty estimation from text (Show >>)
Analyzing and Improving Stability of Matrix Factorization for Recommender Systems (Show >>)
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 >>)
Preface to the Special Issue on Dynamic Recommender Systems and User Models (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Methodology for the Offline Evaluation of Recommender Systems in a User Interface with Multiple Carousels (Show >>)
Eigenvalue Perturbation for Item-based Recommender Systems (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 >>)
On the Application of Transformers for Estimating the Difficulty of Multiple-Choice Questions from Text (Show >>)
On the Instability of Embeddings for Recommender Systems: the Case of Matrix Factorization (Show >>)
Optimizing the Selection of Recommendation Carousels with Quantum Computing (Show >>)
Towards the Application of Calibrated Transformers to the Unsupervised Estimation of Question Difficulty from Text (Show >>)
Journal Articles
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research (Show >>)
CGPTUNER: A Contextual Gaussian Process Bandit Approach for the Automatic Tuning of IT Configurations Under Varying Workload Conditions (Show >>)
Feature selection for Recommender Systems with Quantum Computing (Show >>)
NFC: a Deep and Hybrid Item-based Model for Item Cold-start Recommendation (Show >>)
Progress in Recommender Systems Research: Crisis? What Crisis? (Show >>)
manifesti v. 3.7.7 / 3.7.7
Area Servizi ICT
18/01/2025