Charles K. Fisher
Charles K. Fisher
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A high-bias, low-variance introduction to machine learning for physicists
P Mehta, M Bukov, CH Wang, AGR Day, C Richardson, CK Fisher, ...
Physics reports 810, 1-124, 2019
Identifying keystone species in the human gut microbiome from metagenomic timeseries using sparse linear regression
CK Fisher, P Mehta
PloS one 9 (7), e102451, 2014
Visualizing spatially correlated dynamics that directs RNA conformational transitions
Q Zhang, AC Stelzer, CK Fisher, HM Al-Hashimi
Nature 450 (7173), 1263-1267, 2007
Constructing ensembles for intrinsically disordered proteins
CK Fisher, CM Stultz
Current opinion in structural biology 21 (3), 426-431, 2011
Modeling intrinsically disordered proteins with bayesian statistics
CK Fisher, A Huang, CM Stultz
Journal of the American Chemical Society 132 (42), 14919-14927, 2010
The transition between the niche and neutral regimes in ecology
CK Fisher, P Mehta
Proceedings of the National Academy of Sciences 111 (36), 13111-13116, 2014
Machine learning for comprehensive forecasting of Alzheimer’s Disease progression
CK Fisher, AM Smith, JR Walsh
Scientific reports 9 (1), 13622, 2019
Explaining the structural plasticity of α-synuclein
O Ullman, CK Fisher, CM Stultz
Journal of the american chemical society 133 (48), 19536-19546, 2011
The dynamic structure of α-synuclein multimers
T Gurry, O Ullman, CK Fisher, I Perovic, T Pochapsky, CM Stultz
Journal of the American Chemical Society 135 (10), 3865-3872, 2013
Thermodynamics of statistical inference by cells
AH Lang, CK Fisher, T Mora, P Mehta
Physical review letters 113 (14), 148103, 2014
Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data
AM Smith, JR Walsh, J Long, CB Davis, P Henstock, MR Hodge, ...
BMC bioinformatics 21, 1-18, 2020
Comparative studies of disordered proteins with similar sequences: application to Aβ40 and Aβ42
CK Fisher, O Ullman, CM Stultz
Biophysical journal 104 (7), 1546-1555, 2013
Protein structure along the order–disorder continuum
CK Fisher, CM Stultz
Journal of the American Chemical Society 133 (26), 10022-10025, 2011
Generating digital twins with multiple sclerosis using probabilistic neural networks
JR Walsh, AM Smith, Y Pouliot, D Li-Bland, A Loukianov, CK Fisher
arXiv preprint arXiv:2002.02779, 2020
Bayesian feature selection for high-dimensional linear regression via the Ising approximation with applications to genomics
CK Fisher, P Mehta
Bioinformatics 31 (11), 1754-1761, 2015
3T MR imaging of the brain
MC DeLano, C Fisher
Magnetic Resonance Imaging Clinics 14 (1), 77-88, 2006
Ultrahigh resolution characterization of domain motions and correlations by multialignment and multireference residual dipolar coupling NMR
CK Fisher, Q Zhang, A Stelzer, HM Al-Hashimi
The Journal of Physical Chemistry B 112 (51), 16815-16822, 2008
Efficient construction of disordered protein ensembles in a Bayesian framework with optimal selection of conformations
CK Fisher, O Ullman, CM Stultz
Biocomputing 2012, 82-93, 2012
Analytically tractable model for community ecology with many species
B Dickens, CK Fisher, P Mehta
Physical Review E 94 (2), 022423, 2016
Boltzmann encoded adversarial machines
CK Fisher, AM Smith, JR Walsh
arXiv preprint arXiv:1804.08682, 2018
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