Manon Michel

19
Documents

Publications

Publications

Image document

Law of large numbers and central limit theorem for wide two-layer neural networks: the mini-batch and noisy case

Arnaud Descours , Arnaud Guillin , Manon Michel , Boris Nectoux
Journal of Machine Learning Research, 2024, 25 (208), pp.1--76
Article dans une revue hal-03737557 v2
Image document

PDMP characterisation of event-chain Monte Carlo algorithms for particle systems

Athina Monemvassitis , Arnaud Guillin , Manon Michel
Journal of Statistical Physics, 2023, 190 (3), pp.66. ⟨10.1007/s10955-023-03069-8⟩
Article dans une revue hal-03759174 v1
Image document

Necessary and sufficient symmetries in Event-Chain Monte Carlo with generalized flows and Application to hard dimers

Tristan Guyon , Arnaud Guillin , Manon Michel
The Journal of Chemical Physics, 2023, 160 (2), ⟨10.48550/arXiv.2307.02341⟩
Article dans une revue hal-04164032 v1
Image document

Forward Event-Chain Monte Carlo: Fast sampling by randomness control in irreversible Markov chains

Manon Michel , Alain Durmus , Stéphane Sénécal
Journal of Computational and Graphical Statistics, 2020, ⟨10.1080/10618600.2020.1750417⟩
Article dans une revue hal-03019911 v1
Image document

Loop-Cluster Coupling and Algorithm for Classical Statistical Models

Lei Zhang , Manon Michel , Eren M. Elçi , Youjin Deng
Physical Review Letters, 2020, ⟨10.1103/PhysRevLett.125.200603⟩
Article dans une revue hal-03019894 v1
Image document

Clock Monte Carlo methods

Manon Michel , Xiaojun Tan , Youjin Deng
Physical Review E , 2019, ⟨10.1103/PhysRevE.99.010105⟩
Article dans une revue hal-03019937 v1

Event-chain Monte Carlo algorithms for three- and many-particle interactions

Julian Harland , Manon Michel , Tobias A. Kampmann , Jan Kierfeld
EPL - Europhysics Letters, 2017, ⟨10.1209/0295-5075/117/30001⟩
Article dans une revue hal-03019967 v1
Image document

Event-chain Monte Carlo for classical continuous spin models

Manon Michel , Johannes Mayer , Werner Krauth
EPL - Europhysics Letters, 2015, ⟨10.1209/0295-5075/112/20003⟩
Article dans une revue hal-03019988 v1

Event-chain algorithm for the Heisenberg model: Evidence for $z \simeq 1$ dynamic scaling

Yoshihiko Nishikawa , Manon Michel , Werner Krauth , Koji Hukushima
Physical Review E , 2015, ⟨10.1103/PhysRevE.92.063306⟩
Article dans une revue hal-03019980 v1
Image document

Generalized event-chain Monte Carlo: Constructing rejection-free global-balance algorithms from infinitesimal steps

Manon Michel , Sebastian C. Kapfer , Werner Krauth
The Journal of Chemical Physics, 2014, 140 (5), pp.054116. ⟨10.1063/1.4863991⟩
Article dans une revue hal-03019998 v1

Mass distributions of stars and cores in young groups and clusters

Manon Michel , Helen Kirk , Philip C. Myers
The Astrophysical Journal, 2011, ⟨10.1088/0004-637X/735/1/51⟩
Article dans une revue hal-03020007 v1
Image document

Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference

Arnaud Descours , Tom Huix , Arnaud Guillin , Manon Michel , Éric Moulines et al.
The Thirty Sixth Annual Conference on Learning Theory, Jul 2023, Bangalore, India. pp.4657-4695
Communication dans un congrès hal-04153801 v1
Image document

Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity

Vincent Souveton , Arnaud Guillin , Jens Jasche , Guilhem Lavaux , Manon Michel
27th International Conference on Artificial Intelligence and Statistics (AISTATS) 2024, May 2024, Valencia, France. ⟨10.48550/arXiv.2302.01955⟩
Communication dans un congrès hal-03976501 v1