Foto del docente

Giacomo De Palma

Associate Professor

Department of Mathematics

Academic discipline: MAT/07 Mathematical Physics

Research

Keywords: quantum information theory quantum computing quantum machine learning quantum statistical mechanics

  • Quantum communication: entropic inequalities and their applications to determine the theoretical limitations to the rates of the quantum protocols for communication and generation of shared secret keys
  • Quantum computing: development of quantum algorithms, in particular for machine learning
  • Quantum generalizations of optimal mass transport and their applications in

o Quantum statistical mechanics and many-body quantum systems

o Quantum generative adversarial networks

o Study of the computational capabilities of quantum computers

 

arXiv preprints

 

Some recorded talks:

  1. CNRS (France), Seed Seminar of Mathematics and Physics, 15 Feb 2022, The quantum Wasserstein distance of order 1
  2. Beyond IID in Information Theory 9, Nanyang Technological University (Singapore), 27 Sep – 1 Oct 2021, The generalized strong subadditivity of the von Neumann entropy for bosonic quantum Gaussian systems
  3. Thirty-eighth International Conference on Machine Learning (ICML 2021), online event, 18-24 Jul 2021, Adversarial Robustness Guarantees for Random Deep Neural Networks
  4. 16th Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2021), University of Latvia, 5-8 Jul 2021, The quantum Wasserstein distance of order 1
  5. University of Cambridge (UK), Cavendish Quantum Information Seminars, 28 May 2021, Quantum advantage for differential equation analysis
  6. 24th Annual Conference on Quantum Information Processing (QIP 2021), Munich Center for Quantum Science and Technology (Germany), 1-5 Feb 2021, The quantum Wasserstein distance of order 1
  7. Entropy Inequalities, Quantum Information and Quantum Physics, University of California, Los Angeles (USA), 8-12 Feb 2021, The quantum Wasserstein distance of order 1
  8. Beyond IID in Information Theory 8, Stanford University (USA), 9-13 Nov 2020, The quantum Wasserstein distance of order 1
  9. 20th Annual Conference on Quantum Information Processing (QIP 2017), Seattle (WA, USA), 16-20 Jan 2017, Gaussian optimizers in quantum information

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