Carson C. Chow

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 13

Top Topics

Probabilistic Matrix Factorization

Top Venues

PLoS Comput. Biol.

Publications

Joshua C. Chang, Xiangting Li, Shixin Xu, Hao-Ren Yao, Julia Porcino, Carson C. Chow
Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models. CoRR (2024)
Hongjing Xia, Joshua C. Chang, Sarah Nowak, Sonya Mahajan, Rohit Mahajan, Ted L. Chang, Carson C. Chow
Interpretable (not just posthoc-explainable) heterogeneous survivors bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions. MLHC (2023)
Hongjing Xia, Joshua C. Chang, Sarah Nowak, Sonya Mahajan, Rohit Mahajan, Ted L. Chang, Carson C. Chow
Interpretable (not just posthoc-explainable) heterogeneous survivor bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions. CoRR (2023)
Joshua C. Chang, Carson C. Chow, Julia Porcino
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery. AISTATS (2023)
Joshua C. Chang, Ted L. Chang, Carson C. Chow, Rohit Mahajan, Sonya Mahajan, Shashaank Vattikuti, Hongjing Xia
Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death. CoRR (2022)
Joshua C. Chang, Carson C. Chow, Julia Porcino
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery. CoRR (2022)
Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow
Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization. ICLR (2021)
Christopher M. Kim, Carson C. Chow
Training Spiking Neural Networks in the Strong Coupling Regime. Neural Comput. 33 (5) (2021)
Joshua C. Chang, Patrick Fletcher, Jungmin Han, Ted L. Chang, Shashaank Vattikuti, Bart Desmet, Ayah Zirikly, Carson C. Chow
Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization. CoRR (2020)
Shixin Xu, Joshua C. Chang, Carson C. Chow, K. C. Brennan, Huaxiong Huang
A mathematical model for persistent post-CSD vasoconstriction. PLoS Comput. Biol. 16 (7) (2020)
Joshua C. Chang, Shashaank Vattikuti, Carson C. Chow
Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models. CoRR (2019)
Shashaank Vattikuti, Phyllis Thangaraj, Hua W. Xie, Stephen J. Gotts, Alex Martin, Carson C. Chow
Canonical Cortical Circuit Model Explains Rivalry, Intermittent Rivalry, and Rivalry Memory. PLoS Comput. Biol. 12 (5) (2016)
Carson C. Chow, Kelsey K. Finn, Geoffery B. Storchan, Xinping Lu, Xiaoyan Sheng, S. Stoney Simons Jr.
Kinetically-Defined Component Actions in Gene Repression. PLoS Comput. Biol. 11 (3) (2015)
Michael A. Buice, Carson C. Chow
Generalized activity equations for spiking neural network dynamics. Frontiers Comput. Neurosci. 7 (2013)
Michael A. Buice, Carson C. Chow
Dynamic Finite Size Effects in Spiking Neural Networks. PLoS Comput. Biol. 9 (1) (2013)
Michael A. Buice, Jack D. Cowan, Carson C. Chow
Systematic Fluctuation Expansion for Neural Network Activity Equations. Neural Comput. 22 (2) (2010)
Gregory M. Constantine, John Bartels, Carson C. Chow, Gilles Clermont, Yoram Vodovotz
A linear code parameter search algorithm with applications to immunology. Comput. Optim. Appl. 42 (1) (2009)
Judy Day, Jonathan E. Rubin, Carson C. Chow
Competition Between Transients in the Rate of Approach to a Fixed Point. SIAM J. Appl. Dyn. Syst. 8 (4) (2009)
Carson C. Chow, Kevin D. Hall
The Dynamics of Human Body Weight Change. PLoS Comput. Biol. 4 (3) (2008)
Carson C. Chow
Multiple scale analysis. Scholarpedia 2 (10) (2007)
Hédi Soula, Carson C. Chow
Stochastic Dynamics of a Finite-Size Spiking Neural Network. Neural Comput. 19 (12) (2007)
Carson C. Chow, Stephen Coombes
Existence and Wandering of Bumps in a Spiking Neural Network Model. SIAM J. Appl. Dyn. Syst. 5 (4) (2006)
Yixin Guo, Carson C. Chow
Existence and Stability of Standing Pulses in Neural Networks: I. Existence. SIAM J. Appl. Dyn. Syst. 4 (2) (2005)
Yixin Guo, Carson C. Chow
Existence and Stability of Standing Pulses in Neural Networks: II. Stability. SIAM J. Appl. Dyn. Syst. 4 (2) (2005)
Carlo R. Laing, Carson C. Chow
A Spiking Neuron Model for Binocular Rivalry. J. Comput. Neurosci. 12 (1) (2002)
Carlo R. Laing, Carson C. Chow
Stationary Bumps in Networks of Spiking Neurons. Neural Comput. 13 (7) (2001)
Jonathan E. Rubin, David Terman, Carson C. Chow
Localized Bumps of Activity Sustained by Inhibition in a Two-Layer Thalamic Network. J. Comput. Neurosci. 10 (3) (2001)
Boris S. Gutkin, Carlo R. Laing, Carol L. Colby, Carson C. Chow, Bard Ermentrout
Turning On and Off with Excitation: The Role of Spike-Timing Asynchrony and Synchrony in Sustained Neural Activity. J. Comput. Neurosci. 11 (2) (2001)
Mona Spiridon, Carson C. Chow, Wulfram Gerstner
Effect of correlations on signal transmission in a population of spiking neurons. Neurocomputing (2000)
Carson C. Chow, Nancy Kopell
Dynamics of Spiking Neurons with Electrical Coupling. Neural Comput. 12 (7) (2000)
Carson C. Chow, John A. White, Jason Ritt, Nancy Kopell
Frequency Control in Synchronized Networks of Inhibitory Neurons. J. Comput. Neurosci. 5 (4) (1998)
John A. White, Carson C. Chow, Jason Ritt, Cristina Soto-Treviño, Nancy Kopell
Synchronization and Oscillatory Dynamics in Heterogeneous, Mutually Inhibited Neurons. J. Comput. Neurosci. 5 (1) (1998)