Talks

Selected invited talks 

• (2025-11) Tutorial on Pauli propagation methods, 9 th International Conference on Quantum Techniques in Machine Learning (QTML), National University of Singapore, Singapore (upcoming) 

• (2025-06) On the interplay between noise, scrambling and classical simulation of quantum systems, Workshop on Understanding Quantum Machine Learning, Galileo Galilei Institute, Florence, Italy  

• (2025-06) Propagation-Based Simulation and Deployement of Near-Term Quantum Devices, Theory seminar, QuantAlps Federation, Grenoble Alpes University, France 

• (2025-05) Simulating quantum circuits with arbitrary local noise using Pauli propagation, Foxconn Quantum Computing Research Center, Taipei, Taiwan (remote) 

• (2024-10) Classical simulation of quantum circuits via Pauli propagation, Workshop on Quantum Chaos, Bernoulli Center, Lausanne, Switzerland 

• (2024-03) A Unifying Framework for Differentially Private Quantum Algorithms, Talks on Quantum Computing, IIT Delhi, India (remote) 

• (2024-01) Noise-induced shallow circuits and absence of barren plateaus, Quantum seminar, Centre for Quantum Technologies (CQT), Singapore 

• (2023-02) Trustworthy quantum machine learning, Workshop on Quantum Machine Learning, colocated with ECML-PKDD 2023, Grenoble Alpes University, France 

• (2022-06) Differential privacy in quantum computation, Applied Quantum Algorithms Seminar, Leiden University, Leiden, Netherlands 

• (2022-05) Differential privacy in quantum computation, Quantum Communication and Cryptography Seminar, Technical University Berlin, Berlin, Germany 

• (2021-07) Differential privacy amplificationin quantum and quantum-inspired algorithms, QuData meeting, IRIF, Paris, France 

• (2021-05) Differential privacy amplification in quantum and quantum-inspired algorithms, Workshop on Quantum Computing, jointly organized by Indiana University and Sorbonne University (remote) 

Selected contributed talks 

• (2025-11) Tutorial on Pauli propagation methods, IEEE International Conference on Quantum Artificial Intelligence (IEEE QAI), University of Naples Federico II, Naples, Italy (upcoming) 

• (2025-11) Information-Theoretic Limits of Quantum Learning via Data Compression, IEEE International Conference on Quantum Artificial Intelligence (IEEE QAI), University of Naples Federico II, Naples, Italy (upcoming) 

• (2025-10) Classically estimating observables of noiseless quantum circuits, 20th International Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC), Indian Institute of Science, Bengaluru, India (upcoming) 

• (2025-06) Efficient quantum-enhanced classical simulation via Pauli Propagation, Conference on Quantum algorithms in pre-fault tolerant hardware, Ikerbasque – Basque Foundation for Science, San Sebastian, Spain 

• (2025-05) Pauli Propagation: a computational framework for simulating noisy and noiseless quantum circuits, International Conference on Quantum Computing (ICoQC),Institut Henri Poincaré, Paris, France

• (2024-11) Noise-induced shallow circuits and absence of barren plateaus, 7th International Conference for Young Quantum Information Scientists (YQIS), INRIA, Paris, France 

• (2024-03) Learning unitaries with quantum statistical queries, Machine Learning and Quantum Physics Workshop, University of Innsbruck, Obergurgl Research Center, Obergurgl, Austria 

• (2022-07) Differential Privacy Amplification in Quantum and Quantum-inspired Algorithms, Workshop on Socially Responsible Machine Learning, part of the 10th International Conference on Learning Representation (ICLR), remote 

• (2022-07) Differential privacy in quantum computation, Workshop on Quantum Information and the Frontiers of Quantum Theory, ENS Lyon, Lyon France. 

• (2022-04) Differential Privacy Amplification in Quantum and Quantum-inspired Algorithms, Workshop on Theory and Practice of Differential Privacy, part of the 39th International Conference on Machine Learning (ICML), remote 

• (2021-04) Probably Approximately Correct Quantum Source Coding, 6 th International Conference for Young Quantum Information Scientists (YQIS), Michigan State University (remote) Best submission award

Outreach

• (2025-07) Invited seminar on quantum differential privacy, European Commission, Directorate-General for Communications Networks, Content and Technology (remote) 

• (2023) Panelist at “PhDTalent” Career Fair, Espace Centquatre, Paris, France 

• (2022) Contributed talk at Privacy 2.0 – Interdisciplinary perspectives on privacy in the digital age, Hans Bockler Foundation, Dresden, Germany 

• (2018-2019) Contributing author for the popular science magazine “Il Chiasmo”