Publications

  • Learning the shape of protein micro-environments with a holographic convolutional neural network

    Michael N. Pun, Andrew Ivanov, Quinn Bellamy, Zachary Montague, Colin LaMont, Philip Bradley, Jakub Otwinowski, Armita Nourmohammad

    arxiv 2022

  • Design of an optimal combination therapy with broadly neutralizing antibodies to suppress HIV-1

    Colin LaMont, Jakub Otwinowski, Kanika Vanshylla, Henning Gruell, Florian Klein, Armita Nourmohammad

    elife 2022

  • Information-Geometric Optimization with Natural Selection

    Jakub Otwinowski, Colin LaMont, Armita Nourmohammad

    Entropy 2020

  • Correspondence between thermodynamics and inference

    Colin LaMont, Paul A. Wiggins

    PRE 2019

  • The development of an information criterion for change-point analysis

    Colin LaMont, Paul Wiggins

    Neural Computation 2016

  • The Lindley paradox: The loss of resolution in Bayesian inference

    Colin LaMont, Paul Wiggins

    arxiv 2016

  • The search for an organizing physical framework for statistics

    Colin LaMont

    Phd Thesis

  • Information-based inference for singular models and finite sample sizes: A frequentist information criterion

    Colin LaMont, Paul Wiggins

    arxiv 2015

  • The Motion of a Pair of Charged Particles

    Joel Franklin, Colin LaMont

    Brazilian Journal of Physics 2014

  • Relativistic Direct Interaction Electrodynamics