Before getting into machine learning, I did research on probability theory and statistical physics. Below are some of my publications.

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pubs

Critical two-point function for long-range \(O(n)\) models below the upper critical dimension
Co-authors: M. Lohmann, G. Slade
| arXiv | JSP |

Four-dimensional weakly self-avoiding walk with contact self-attraction
Co-authors: R. Bauerschmidt, G. Slade
| arXiv | JSP |

Finite-order correlation length for 4-dimensional weakly self-avoiding walk and \(\mid\varphi\mid^4\) spins
Co-authors: R. Bauerschmidt, G. Slade, A. Tomberg
| arXiv | AHP |

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theses

Renormalization group analysis of self-interacting walks and spin systems
UBC cIRcle

On the Critical Points of Gaussian Mixtures
PDF