Charles K. Fisher

17 papers Misc 2Journal 15

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Digital Twin Generators for Disease Modeling. CoRR Nameyeh Alam, Jake Basilico, Daniele Bertolini, Satish Casie Chetty, Heather D'Angelo, Ryan Douglas, Charles K. Fisher, Franklin Fuller, Melissa Gomes, Rishabh Gupta, Alex H. Lang, Anton Loukianov, Rachel Mak-McCully, Cary Murray, Hanalei Pham, Susanna Qiao, Elena Ryapolova-Webb, Aaron M. Smith, Dimitri Theoharatos, Anil Tolwani, Eric W. Tramel, Anna Vidovszky, Judy Viduya, Jonathan R. Walsh
2023	J	`jnl`	Neural Boltzmann Machines. CoRR Alex H. Lang, Anton D. Loukianov, Charles K. Fisher
2022	J	`jnl`	Can RBMs be trained with zero step contrastive divergence? CoRR Charles K. Fisher
2020	J	`jnl`	Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks. CoRR Jonathan R. Walsh, Aaron M. Smith, Yannick Pouliot, David Li-Bland, Anton Loukianov, Charles K. Fisher
2020	J	`jnl`	Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins. CoRR Daniele Bertolini, Anton D. Loukianov, Aaron M. Smith, David Li-Bland, Yannick Pouliot, Jonathan R. Walsh, Charles K. Fisher
2020	J	`jnl`	Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data. BMC Bioinform. Aaron M. Smith, Jonathan R. Walsh, John Long, Craig B. Davis, Peter Henstock, Martin R. Hodge, Mateusz Maciejewski, Xinmeng Jasmine Mu, Stephen Ra, Shanrong Zhao, Daniel Ziemek, Charles K. Fisher
2019	Misc	`conf`	Generating Synthetic Control Patients Using Machine Learning for Alzheimer's Disease Clinical Trials. AMIA Charles K. Fisher, Yannick Pouliot, Aaron M. Smith, Jonathan R. Walsh
2018	J	`jnl`	A high-bias, low-variance introduction to Machine Learning for physicists. CoRR Pankaj Mehta, Marin Bukov, Ching-Hao Wang, Alexandre G. R. Day, Clint Richardson, Charles K. Fisher, David J. Schwab
2018	J	`jnl`	Boltzmann Encoded Adversarial Machines. CoRR Charles K. Fisher, Aaron M. Smith, Jonathan R. Walsh
2018	J	`jnl`	Using deep learning for comprehensive, personalized forecasting of Alzheimer's Disease progression. CoRR Charles K. Fisher, Aaron M. Smith, Jonathan R. Walsh
2017	J	`jnl`	Variable habitat conditions drive species covariation in the human microbiota. PLoS Comput. Biol. Charles K. Fisher, Thierry Mora, Aleksandra M. Walczak
2015	J	`jnl`	Bayesian Feature Selection with Strongly Regularizing Priors Maps to the Ising Model. Neural Comput. Charles K. Fisher, Pankaj Mehta
2015	J	`jnl`	Bayesian feature selection for high-dimensional linear regression via the Ising approximation with applications to genomics. Bioinform. Charles K. Fisher, Pankaj Mehta
2014	J	`jnl`	Bayesian feature selection with strongly-regularizing priors maps to the Ising Model. CoRR Charles K. Fisher, Pankaj Mehta
2014	J	`jnl`	Fast Bayesian Feature Selection for High Dimensional Linear Regression in Genomics via the Ising Approximation. CoRR Charles K. Fisher, Pankaj Mehta
2014	J	`jnl`	Variational Pseudolikelihood for Regularized Ising Inference. CoRR Charles K. Fisher
2012	Misc	`conf`	Efficient Construction of Disordered Protein Ensembles in a Bayesian Framework with Optimal Selection of Conformations. Pacific Symposium on Biocomputing Charles K. Fisher, Orly Ullman, Collin M. Stultz