Interests [WordCloud]

  • Probability theory
  • Free probability theory
  • Quantum information theory

Editorial work

  • I am an editor for Quantum, a non-profit and open access peer-reviewed journal that provides high visibility for quality research on quantum science and related fields.


  • PHC SakuraRandom Matrices and Tensors for Quantum Information and Machine Learning –  PI France, 2020-2022
  • ANR ESQuissesÉvolutions Stochastiques Quantiques – PI, 2021-2025
  • ANR STARS – member, 2021-2025
  • PHC ProcopeEntanglement Preservation in Quantum Information Theory – PI France, 2021-2022
  • PHC StarApplications of random matrix theory and abstract harmonic analysis to quantum information theory – PI France, 2022-2024


Recent preprints

  1. The Asymmetric Quantum Cloning Region (with Clément Pellegrini and Denis Rochette) [arXiv]
  2. Estimating the entanglement of random multipartite quantum states (with Khurshed Fitter and Cécilia Lancien) [arXiv]
  3. Ergodic theory of diagonal orthogonal covariant quantum channels (with Satvik Singh and Nilanjana Datta) [arXiv]
  4. Measurement incompatibility vs. Bell non-locality: an approach via tensor norms (with Faedi Loulidi) [arXiv]
  5. Order preserving maps on quantum measurements (with Teiko Heinosaari and Maria Jivulescu) [arXiv]
  6. Entanglement criteria for the bosonic and fermionic induced ensembles (with Stephane Dartois and Adrian Tanasa) [arXiv]
  7. Generating series and matrix models for meandric systems with one shallow side (with Motohisa Fukuda) [arXiv]
  8. The PPT² conjecture holds for all Choi-type maps (with Satvik Singh) [arXiv]
  9. On the spectral gap of random quantum channels (with Carlos E. González-Guillén and Marius Junge) [arXiv]
  10. de Finetti reductions for partially exchangeable probability distributions (with Ivan Bardet and Cécilia Lancien) [arXiv]

Published/accepted papers

  1. Incompatibility in general probabilistic theories, generalized spectrahedra, and tensor norms (with Andreas Bluhm and Anna Jenčová) – Comm. Math. Phys. 393(3), 1125-1198 (2022) [journal] arXiv]
  2. A Fisher information-based incompatibility criterion for quantum channels (with Qing-Hua Zhang) – Entropy 2022, 24(6), 805 (2022) [journal] [arXiv]
  3. A tensor norm approach to quantum compatibility (with Andreas Bluhm) – J. Math. Phys. 63, 062201 (2022) [journal] [arXiv]
  4. Diagonal unitary and orthogonal symmetries in quantum theory II: Evolution operators (with Satvik Singh) – J. Phys. A: Math. Theor. 55 255302 (2022) [journal] [arXiv]
  5. Multipartite entanglement detection via projective tensor norms (with Maria Jivulescu and Cécilia Lancien) – Ann. Henri Poincaré (2022) [journal] [arXiv]
  6. Maximal violation of steering inequalities and the matrix cube (with Andreas Bluhm) – Quantum 6, 656 (2022) [journal] [arXiv]
  7. A geometrical description of the universal 1→2 asymmetric quantum cloning region (with Clément Pellegrini and Denis Rochette) – Quantum Information Processing volume 20, 333 (2021) [journal] [arXiv]
  8. A refinement of Reznick’s Positivstellensatz with applications to quantum information theory (with Alexander Müller-Hermes and David Reeb) – to appear in Qauntum [arXiv]
  9. Diagonal unitary and orthogonal symmetries in quantum theory (with Satvik Singh) – Quantum 5, 519 (2021) [journal] [arXiv]
  10. Generating random quantum channels (with Ryszard Kukulski, Łukasz Pawela, Zbigniew Puchała, and Karol Życzkowski) – Journal of Mathematical Physics 62, 062201 (2021) [journal] [arXiv]
  11. SudoQ – a quantum variant of the popular game (with Jordi Pillet) – Quantum Information & Computation Vol. 21 No. 9&10 (2021) [journal] [arXiv]
  12. The compatibility dimension of quantum measurements (with Faedi Loulidi) – Journal of Mathematical Physics 62, 042205 (2021) [journal] [arXiv]
  13. Sinkhorn algorithm for quantum permutation groups (with Simon Schmidt and Moritz Weber) – Experimental Mathematics [journal] [arXiv]
  14. A graphical calculus for integration over random diagonal unitary matrices (with Satvik Singh) – Linear Algebra and its Applications 613, 46-86 (2021) [journal] [arXiv]
  15. Random positive operator valued measures (with Teiko Heinosaari and Maria Jivulescu) – Journal of Mathematical Physics 61, 042202 (2020) [journal] [arXiv]
  16. Compatibility of quantum measurements and inclusion constants for the matrix jewel (with Andreas Bluhm) – SIAM J. Appl. Algebra Geometry, 4(2), 255–296 (2020) [journal] [arXiv]
  17. RTNI – A symbolic integrator for Haar-random tensor networks (with Motohisa Fukuda and Robert König) – J. Phys. A: Math. Theor. 52 425303 (2019) [journal] [arXiv] [code] [a light, online version of the main integration routine]
  18. On the joint distribution of the marginals of multipartite random quantum states (with Stephane Dartois and Luca Lionni) – Random Matrices: Theory and Applications Vol. 09, No. 03, 2050010 (2020) [journal] [arXiv]
  19. Joint measurability of quantum effects and the matrix diamond (with Andreas Bluhm) – Journal of Mathematical Physics 59, 112202 (2018) [journal] [arXiv]
  20. Operator Schmidt ranks of bipartite unitary matrices (with Alexander Müller-Hermes) – Lin. Alg. and its Appl. 557, 174-187 (2018) [journal] [arXiv]
  21. On the separability of unitarily invariant random quantum states – the unbalanced regime – Adv. Math. Phys., vol. 2018, Article ID 7105074 (2018) [journal] [arXiv]
  22. Almost all quantum channels are equidistant (with Zbigniew Puchała, Łukasz Pawela, Karol Życzkowski) – Journal of Mathematical Physics 59, 052201 (2018) [journal] [arXiv]
  23. On the minimum output entropy of random orthogonal quantum channels (with Motohisa Fukuda) – IEEE Trans. Inf. Th. 64, no. 2, 1374 – 1384 (2018) [journal] [arXiv]
  24. Enumerating meandric systems with large number of components (with Motohisa Fukuda) – Ann. Inst. Henri Poincaré D, 6, 4, 607-640 (2019) [journal] [arXiv]
  25. Almost Hadamard matrices with complex entries (with Teodor Banica) – Adv. Oper. Theory 3, no. 1, 149–189 (2018) [journal] [arXiv]
  26. On symmetric decompositions of positive operators (with Maria Jivulescu and Pasc Gavruta) – J. Phys. A: Math. Theor. 50 165303 (2017) [journal] [arXiv]
  27. On bipartite unitary matrices generating subalgebra-preserving quantum operations (with Tristan Benoist) – Linear Algebra and its Applications 521, 70–103 (2017) – [journal] [arXiv]
  28. Flat matrix models for quantum permutation groups (with Teodor Banica) – Adv. Appl. Math. 83, 24-46 (2017) [journal] [arXiv]
  29. On some classes of bipartite unitary operators (with Julien Deschamps and Clément Pellegrini) – J. Phys. A: Math. Theor. 49 335301 (2016) [journal] [arXiv]
  30. Random and free positive maps with applications to entanglement detection (with Benoit Collins and Patrick Hayden) – International Mathematics Research Notices, rnw054 (2016) [journal] [arXiv]
  31. On the asymptotic distribution of block-modified random matrices (with Octavio Arizmendi and Carlos Vargas) – Journal of Mathematical Physics 57, 015216 (2016) [journal] [arXiv]
  32. Random matrix techniques in quantum information theory (with Benoit Collins) – Journal of Mathematical Physics 57, 015215 (2016) [journal] [arXiv]
  33. Almost one bit violation for the additivity of the minimum output entropy (with Serban Belinschi and Benoit Collins) – Comm. Math. Phys. 341(3), 885-909 (2016) [journal] [arXiv]
  34. Thresholds for reduction-related entanglement criteria in quantum information theory (with Maria Anastasia Jivulescu and Nicolae Lupa) – Quantum Information and Computation, Vol. 15, No. 13-14 (2015) 1165–1184 [journal] [arXiv]
  35. Additivity rates and PPT property for random quantum channels (with Motohisa Fukuda) – Ann. Math. Blaise Pascal 22, 1-72 (2015) [journal] [arXiv]
  36. On the convergence of output sets of quantum channels (with Benoit Collins and Motohisa Fukuda) – J. Operator Theory, 73:2(2015), 333–360 [journal] [arXiv]
  37. Quantum channels with polytopic images and image additivity (with Motohisa Fukuda, and Michael M. Wolf) – IEEE Transactions on Information Theory, vol.61, no.4, pp. 1851-1859 (2015) [journal] [arXiv]
  38. Positive reduction from spectra (with Maria Anastasia Jivulescu, Nicolae Lupa, and David Reeb) – Linear Algebra and its Applications 469 (2015) 276–304 [journal] [arXiv]
  39. On the reduction criterion for random quantum states (with Maria Anastasia Jivulescu and Nicolae Lupa) – J. Math. Phys. 55, 112203 (2014) [journal] [arXiv]
  40. Analytic aspects of the circulant Hadamard conjecture (with Teodor Banica and Jean-Marc Schlenker) – Ann. Math. Blaise Pascal 21 (2014), 25-59 [journal] [arXiv]
  41. Asymptotically well-behaved input states do not violate additivity for conjugate pairs of random quantum channels (with Motohisa Fukuda) – Comm. Math. Phys. Vol. 328, No. 3 (2014), 995-1021 [journal] [arXiv]
  42. A universal set of qubit quantum channels (with Daniel Braun, Olivier Giraud, Clement Pellegrini and Marko Znidaric) – J. Phys. A: Math. Theor. 47 (2014) 135302 [journal] [arXiv]
  43. Submatrices of Hadamard matrices: complementation results (with Teodor Banica and Jean-Marc Schlenker) – Electron. J. Linear Algebra 27 (2014), 197-212 [journal] [arXiv]
  44. Area law for random graph states (with Benoît Collins and Karol Zyczkowski) – J. Phys. A: Math. Theor. 46 305302 (2013) [journal] [arXiv]
  45. Almost Hadamard matrices: the case of arbitrary exponents (with Teodor Banica) – Discrete Applied Mathematics, vol. 161, no. 16–17, 2367-2379 (2013) [journal] [arXiv]
  46. Random pure quantum states via unitary Brownian motion (with Clément Pellegrini) – Electron. Commun. Probab. 18 (2013), no. 27, 1–13 [journal] [arXiv]
  47. Low entropy output states for products of random unitary channels (with Benoit Collins and Motohisa Fukuda) – Random Matrices: Theory Appl. 02, 1250018 (2013) [journal] [arXiv]
  48. Almost Hadamard matrices: general theory and examples (with Teodor Banica and Karol Zyczkowski) – Open Systems & Information Dynamics, Vol. 19, No. 4, 1250024 (2012) [journal] [arXiv]
  49. Realigning random states (with Guillaume Aubrun) – J. Math. Phys. 53, 102210 (2012) [journal] [arXiv]
  50. Block-modified Wishart matrices and free Poisson laws (with Teodor Banica) – Houston Journal of Mathematics, Volume 41, No. 1 (2015) [journal] [arXiv]
  51. The absolute positive partial transpose property for random induced states (with Benoît Collins and Deping Ye) – Random Matrices: Theory Appl. 01, 1250002 (2012) [journal] [arXiv]
  52. Towards a state minimizing the output entropy of a tensor product of random quantum channels (with Benoît Collins and Motohisa Fukuda) – J. Math. Phys. 53, 032203 (2012) [journal] [arXiv]
  53. The multiplicative property characterizes $\ell_p$ and $L_p$ norms (with Guillaume Aubrun) – Confluentes Mathematici, Volume 3, Number 4 (2011), pp. 637-647 [journal] [arXiv]
  54. Asymptotic eigenvalue distributions of block-transposed Wishart matrices (with Teodor Banica) – J. Theoret. Probab. 26 (2013), 855-869 [journal] [arXiv]
  55. Eigenvectors and eigenvalues in a random subspace of a tensor product (with Serban Belinschi and Benoît Collins) – Inventiones mathematicae, vol. 190, no. 3, 2012, pp. 647-697 [journal] [arXiv]
  56. Generating random density matrices (with Benoît Collins, Karol Penson and Karol Zyczkowski) – J. Math. Phys. 52, 062201 (2011) [journal] [arXiv]
  57. Random repeated quantum interactions and random invariant states (with Clément Pellegrini) – Probab. Theory Relat. Fields (2012) 152:299-320 [journal] [arXiv]
  58. Gaussianization and eigenvalue statistics for Random quantum channels (III) (with Benoît Collins) – Ann. Appl. Probab. Volume 21, Number 3 (2011), 1136-1179 [journal] [arXiv]
  59. Random quantum channels II: Entanglement of random subspaces, Rényi entropy estimates and additivity problems (with Benoît Collins) – Advances in Mathematics 226 (2011), 1181-1201 [journal] [arXiv]
  60. Eigenvalue and Entropy Statistics for Products of Conjugate Random Quantum Channels (with Benoît Collins) – Entropy (2010), 12(6), 1612-1631 [journal] [arXiv]
  61. Random graph states, maximal flow and Fuss-Catalan distributions (with Benoît Collins and Karol Zyczkowski) – J. Phys. A: Math. Theor. 43 (2010), 275303 [journal] [arXiv]
  62. Discrete approximation of the free Fock space (with Stéphane Attal) – Séminaire de Probabilités XLIII, LNM, (2011), vol. 2006/2011, 379-394 [journal] [arXiv]
  63. Random quantum channels I: graphical calculus and the Bell state phenomenon (with Benoît Collins) – Comm. Math. Phys. 297 (2010), no. 2, 345-370 [journal] [arXiv]
  64. Quantum Trajectories in Random Environment: the Statistical Model for a Heat Bath (with Clément Pellegrini) – Confluentes Mathematici, Vol. 1, No. 2 (2009), 249-289 [journal] [arXiv]
  65. A permutation model for free random variables and its classical analogue (with Florent Benaych-Georges) – Pacific Journal of Math., Vol. 242 (2009), No. 1, 33-51 [journal] [arXiv]
  66. Stochastic domination for iterated convolutions and catalytic majorization (with Guillaume Aubrun) – Ann. Inst. H. Poincaré Probab. Statist. Volume 45, Number 3 (2009), 611-625 [journal] [arXiv]
  67. Catalytic majorization and $\ell_p$ norms (with Guillaume Aubrun) – Comm. Math. Phys. 278 (2008), no. 1, 133-144 [journal] [arXiv]
  68. Asymptotics of random density matrices – Ann. Henri Poincaré 8 (2007), no. 8, 1521-1538 [journal] [arXiv]

PhD thesis

Etats aléatoires, théorie quantique de l’information et probabilités libres


  1. Matrices densités aléatoires – July/August 2006 [pdf]
  2. Introduction à la théorie de l’information quantique – July/August 2005 [pdf]
  3. Les zéros d’une série entière gaussienne: un processus déterminantal – July/August 2004


  1. How good is a positive map at detecting quantum entanglement? – A Perspective on the paper The Non-m-Positive Dimension of a Positive Linear Map by Nathaniel Johnston, Benjamin Lovitz, and Daniel Puzzuoli, published in Quantum 3, 172 (2019) [journal]