Research

The research activities on Quantum Computing at Politecnico di Milano cover several areas and topics:

Applied Quantum Computing

  • Nembrini, R.; Ferrari Dacrema, M.; Cremonesi, P. Feature Selection for Recommender Systems with Quantum Computing. Entropy 2021, 23, 970. https://doi.org/10.3390/e23080970
  • Carugno, C.; Ferrari Dacrema, M.; Cremonesi, P. Reverse annealing improves solutions of job shop scheduling problems on a quantum annealer. European Quantum Technologies Conference, 2021.
  • Ferrari Dacrema, M.; Nembrini, R.; Zhou, T.; Cremonesi, P. Quantum Annealing Linear Regression For Collaborative Filtering Recommendations. European Quantum Technologies Conference, 2021.
  • Ferrari Dacrema, M.; Felicioni, N.; Cremonesi, P. Personalizing Video Recommendation Layout with Quantum Annealing. European Quantum Technologies Conference, 2021.
  • Ferrari Dacrema, M.; Felicioni, N.; Cremonesi, P. Optimizing the Selection of Recommendation Carousels with Quantum Computing. Fifteenth ACM Conference on Recommender Systems, 2021, 691–696. https://dl.acm.org/doi/abs/10.1145/3460231.3478853

Quantum Computing Algorithms

  •  Simone Perriello, Alessandro Barenghi, Gerardo Pelosi:
    A Complete Quantum Circuit to Solve the Information Set Decoding Problem.
    IEEE International Conference on Quantum Computing and Engineering, QCE 2021
    https://doi.org/10.1109/QCE52317.2021.00056
  • Simone Perriello, Alessandro Barenghi, Gerardo Pelosi:
    A Quantum Circuit to Speed-Up the Cryptanalysis of Code-Based Cryptosystems.
    Security and Privacy in Communication Networks – 17th EAI International Conference, SecureComm 2021 (ed. Springer)
    https://doi.org/10.1007/978-3-030-90022-9_25