Neural networks efficiently learn low-dimensional representations with sgd A Mousavi-Hosseini, S Park, M Girotti, I Mitliagkas, MA Erdogdu arXiv preprint arXiv:2209.14863, 2022 | 48 | 2022 |

Rigorous asymptotics of a KdV soliton gas M Girotti, T Grava, R Jenkins, KDTR McLaughlin Communications in Mathematical Physics 384, 733-784, 2021 | 41 | 2021 |

Large gap asymptotics at the hard edge for product random matrices and Muttalib–Borodin ensembles T Claeys, M Girotti, D Stivigny International Mathematics Research Notices 2019 (9), 2800-2847, 2019 | 29 | 2019 |

Fredholm determinant solutions of the Painlevé II hierarchy and gap probabilities of determinantal point processes M Cafasso, T Claeys, M Girotti International Mathematics Research Notices 2021 (4), 2437-2478, 2021 | 28 | 2021 |

Soliton versus the gas: Fredholm determinants, analysis, and the rapid oscillations behind the kinetic equation M Girotti, T Grava, R Jenkins, KTR McLaughlin, A Minakov Communications on Pure and Applied Mathematics 76 (11), 3233-3299, 2023 | 21 | 2023 |

A study of condition numbers for first-order optimization C Guille-Escuret, M Girotti, B Goujaud, I Mitliagkas International Conference on Artificial Intelligence and Statistics, 1261-1269, 2021 | 16 | 2021 |

Gap probabilities for the generalized Bessel process: a Riemann-Hilbert approach M Girotti Mathematical Physics, Analysis and Geometry 17, 183-211, 2014 | 12 | 2014 |

Asymptotics of the tacnode process: a transition between the gap probabilities from the tacnode to the Airy process M Girotti Nonlinearity 27 (8), 1937, 2014 | 9 | 2014 |

Riemann–Hilbert approach to gap probabilities for the Bessel process M Girotti Physica D: Nonlinear Phenomena 295, 103-121, 2015 | 6 | 2015 |

Convergence analysis and implicit regularization of feedback alignment for deep linear networks M Girotti, I Mitliagkas, G Gidel arXiv preprint arXiv:2110.10815, 2021 | 2 | 2021 |

Random Matrix Theory in a nutshell Part I: Determinantal Point Processes M Girotti Lecture Notes. Available online: http://mitliagkas. github. io/ift6085-2020 …, 2022 | 1 | 2022 |

Riemann-Hilbert approach to Gap Probabilities of Determinantal Point Processes M Girotti Concordia University, 2014 | 1 | 2014 |

Time relaxation of a phase-field model with entropy balance M Girotti arXiv preprint arXiv:1107.3485, 2011 | | 2011 |

Random solitons, soliton gasses, and all that M Girotti, T Grava, B Jenkins, K McLaughlin, A Minakov, J Najnudel 2024 Fall Southeastern Sectional Meeting, 0 | | |

Soliton versus the gas: Fredholm determinant, analysis and kinetic equations M Girotti, T Grava, B Jenkins, K McLaughlin, A Minakov 2023 Joint Mathematics Meetings (JMM 2023), 0 | | |

Curve flows and soliton equations: the vortex filament case M Girotti | | |

Random Matrix Theory in a nutshell Part II: Random Matrices M Girotti | | |

Notes on Random Matrix Theory M Girotti | | |

Determinantal point processes and random matrix theory in a nutshell–part III–(Orthogonal Polynomials and Riemann–Hilbert method approach) M Girotti | | |

Determinantal point processes and random matrix theory in a nutshell–part I– M Girotti | | |