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Algorithms and Data Science

The focus of the Algorithms and Data Science group is on theoretical and applied research in the areas of algorithms and data science. The main focus in on the design of algorithmic techniques for the analysis of very large volumes of data and for the economics of the internet, as well as in the algorithmic modeling of complex systems.

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The group is particularly active in the following areas:

  • Algorithmic Fairness
  • Algorithmic Game Theory and Mechanisms Design
  • Approximation and Online Algorithms
  • Distributed and Streaming Computation
  • Internet Economics
  • Large-Scale Data Mining
  • Online Learning
  • Social Network Analysis
  • Submodular Optimization
  • Theory and Applications of Machine Learning.
More

People

Leader
Ritratto di leonardi@dis.uniroma1.it Stefano Leonardi

Members

Post Docs

PhD students




Former members

Linee di ricerca

Algorithmic Data Analysis
Algorithmic Game Theory
Algorithms
Big Data
Data Mining
Data Science
Economics and Computation
Mechanism Design
Network and Stochastic Processes
Random Structures
Recommender Systems
Social Networks
Streaming

Eventi e seminari

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25Set 23

PhD course Data Science: Crypto and Incentive-base...
Vangelis Markakis (University of Athens), Ivan Visconti (University of Salerno),

25Set 23

Course PhD in Data Science
Vangelis Markakis (University of Athens), Ivan Visconti (University of Salerno),

3Lug 23

Data Science PhD course-AI in the Wild & Knowl...
Amin Mantrach, James Thorne

3Lug 23

Corso di dottorato Data Science - AI in the Wild...
Amin Mantrach (Amazon), James Thorne (KAIST)

12Giu 23

PhD course - Spectral graph theory and random walk...
Luca Becchetti (Sapienza University) and Francesco Pasquale (University Tor Verg

Pubblicazioni

A Data-Driven Approach to Refine Predictions of Differentiated Thyroid Cancer Outcomes: A Prospectiv... 2023
Bilateral Trade: A Regret Minimization Perspective 2023
Deep active learning for misinformation detection using geometric deep learning 2023
NIAPU: Network-Informed Adaptive Positive-Unlabeled learning for disease gene identification 2023
Pandora's Box Problem with Order Constraints 2023

All publications

Progetti di ricerca

ALGADIMAR PRIN Project (ALgorithms, GAmes and DIgital MARkets)
ERC Advanced Grant 2018-2023: Algorithmic and Mechanism Design Research in Online MArkets (AMDROMA)
SoBigData++ - European Integrated Infrastructure for Social Mining and Big Data Analytics
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