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:
- Optimal Transportation and Applications, Centro di Ricerca Matematica Ennio De Giorgi, Pisa (Italy), 24-28 Oct 2022, The quantum Wasserstein distance of order 1
- Optimal Transport on Quantum Structures, Erdős Center - Alfréd Rényi Institute of Mathematics, Budapest (Hungary), 26-30 Sep 2022, The quantum Wasserstein distance of order 1
- Mathematical Picture Language Seminar, Harvard University (USA), 4 Oct 2022, The quantum Wasserstein distance of order 1
- SQMS/GGI Summer School on Quantum Simulation of Field Theories, 25-29 Jul 2022, Florence (Italy), lecture Quantum algorithms
- CNRS (France), Seed Seminar of Mathematics and Physics, 15 Feb 2022, The quantum Wasserstein distance of order 1
- 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
- Thirty-eighth International Conference on Machine Learning (ICML 2021), online event, 18-24 Jul 2021, Adversarial Robustness Guarantees for Random Deep Neural Networks
- 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
- University of Cambridge (UK), Cavendish Quantum Information Seminars, 28 May 2021, Quantum advantage for differential equation analysis
- 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
- Entropy Inequalities, Quantum Information and Quantum Physics, University of California, Los Angeles (USA), 8-12 Feb 2021, The quantum Wasserstein distance of order 1
- Beyond IID in Information Theory 8, Stanford University (USA), 9-13 Nov 2020, The quantum Wasserstein distance of order 1
- 20th Annual Conference on Quantum Information Processing (QIP 2017), Seattle (WA, USA), 16-20 Jan 2017, Gaussian optimizers in quantum information