Gabriele Tolomei

Pubblicazioni

Titolo Pubblicato in Anno
Spot the difference: your bucket is leaking. A novel methodology to expose A/B testing effortlessly 2018 IEEE Conference on Communications and Network Security (CNS) 2018
Advertising in the IoT era: vision and challenges IEEE COMMUNICATIONS MAGAZINE 2018
Interpretable predictions of tree-based ensembles via actionable feature tweaking Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2017
Learning to rank user queries to detect search tasks Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval (ICTIR '16) 2016
A supervised learning approach to protect client authentication on the web ACM TRANSACTIONS ON THE WEB 2015
Promoting positive post-click experience for in-stream yahoo gemini users Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '15) 2015

ERC

  • PE6_7
  • PE6_10
  • PE6_11

KET

  • Big data & computing

Interessi di ricerca

  • Robust and Secure Machine Learning
  • Explainable and Interpretable Machine Learning
  • Distributed Learning Paradigms (e.g., Federated Learning)
  • Computational Advertising
  • Web Search

Keywords

machine learning
explainable AI
machine learning interpretability
Adversarial learning
learning theory
big data
online mobile advertising
Information Retrieval

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