Essays about: "Entropy Maximization"

Found 4 essays containing the words Entropy Maximization.

  1. 1. A study about Active Semi-Supervised Learning for Generative Models

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Elisio Fernandes de Almeida Quintino; [2023]
    Keywords : Semi-Supervised Learning; Active Learning; Generative Models; Mixture Models; Semi-Övervakad Inlärning; Aktiv Inlärning; Generativa Modeller; Mixturmodeller;

    Abstract : In many relevant scenarios, there is an imbalance between abundant unlabeled data and scarce labeled data to train predictive models. Semi-Supervised Learning and Active Learning are two distinct approaches to deal with this issue. READ MORE

  3. 2. Cellular automata analysis of life as a complex physical system

    University essay from Lunds universitet/Matematisk fysik; Lunds universitet/Fysiska institutionen

    Author : Simon Tropp; [2020]
    Keywords : Cellular Automata; Self-organized Criticality; Casual Entropy; Entropy Maximization; Causal Entropic Forces; Biological Systems; Life; Game of Life; Statistical Physics; Non-linear Models; Physics and Astronomy;

    Abstract : This thesis regards the study of cellular automata, with an outlook on biological systems. Cellular automata are non-linear discrete mathematical models that are based on simple rules defining the evolution of a cell, depending on its neighborhood. READ MORE

  4. 3. Maximization of the Wehrl Entropy in Finite Dimensions : Maximization of the Wehrl Entropy in Finite Dimensions

    University essay from KTH/Fysik

    Author : Anna Bæcklund; [2013]
    Keywords : ;

    Abstract : .... READ MORE

  5. 4. Detecting contacts in protein folds by solving the inverse Potts problem - a pseudolikelihood approach

    University essay from KTH/Matematisk statistik

    Author : Magnus Ekeberg; [2012]
    Keywords : ;

    Abstract : Abstract  Spatially proximate amino acid positions in a protein tend to co-evolve, so a protein's 3D-structure leaves an echo of correlations in the evolutionary record. Reverse engineering 3D-structures from such correlations is an open problem in structural biology, pursued with increasing vigor as new protein sequences continue to fill the data banks. READ MORE