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ORCIDCarson C. Chow
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- affiliation: University of Pittsburgh, Pennsylvania, USA
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2020 – today
- 2024
[i6]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 abs/2402.08151 (2024)- 2023
- [c3]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: 3961-3976 - [c2]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: 884-905 - [i5]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 abs/2304.09981 (2023) - 2022
- [i4]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 abs/2208.12814 (2022) - [i3]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 abs/2210.10952 (2022) - 2021
- [j23]Christopher M. Kim, Carson C. Chow:
Training Spiking Neural Networks in the Strong Coupling Regime. Neural Comput. 33(5): 1199-1233 (2021) - [c1]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 - 2020
- [j22]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) - [i2]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 abs/2012.04171 (2020)
2010 – 2019
- 2019
- [i1]Joshua C. Chang, Shashaank Vattikuti, Carson C. Chow:
Probabilistically-autoencoded horseshoe-disentangled multidomain item-response theory models. CoRR abs/1912.02351 (2019) - 2016
- [j21]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) - 2015
- [j20]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) - 2013
- [j19]Michael A. Buice, Carson C. Chow:
Generalized activity equations for spiking neural network dynamics. Frontiers Comput. Neurosci. 7: 162 (2013) - [j18]Michael A. Buice, Carson C. Chow:
Dynamic Finite Size Effects in Spiking Neural Networks. PLoS Comput. Biol. 9(1) (2013) - 2010
- [j17]Michael A. Buice, Jack D. Cowan, Carson C. Chow:
Systematic Fluctuation Expansion for Neural Network Activity Equations. Neural Comput. 22(2): 377-426 (2010)
2000 – 2009
- 2009
- [j16]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): 155-171 (2009) - [j15]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): 1523-1563 (2009) - 2008
- [j14]Carson C. Chow, Kevin D. Hall:
The Dynamics of Human Body Weight Change. PLoS Comput. Biol. 4(3) (2008) - 2007
- [j13]Hédi Soula, Carson C. Chow:
Stochastic Dynamics of a Finite-Size Spiking Neural Network. Neural Comput. 19(12): 3262-3292 (2007) - [j12]Carson C. Chow:
Multiple scale analysis. Scholarpedia 2(10): 1617 (2007) - 2006
- [j11]Carson C. Chow, Stephen Coombes:
Existence and Wandering of Bumps in a Spiking Neural Network Model. SIAM J. Appl. Dyn. Syst. 5(4): 552-574 (2006) - 2005
- [j10]Yixin Guo, Carson C. Chow:
Existence and Stability of Standing Pulses in Neural Networks: I. Existence. SIAM J. Appl. Dyn. Syst. 4(2): 217-248 (2005) - [j9]Yixin Guo, Carson C. Chow:
Existence and Stability of Standing Pulses in Neural Networks: II. Stability. SIAM J. Appl. Dyn. Syst. 4(2): 249-281 (2005) - 2002
- [j8]Carlo R. Laing, Carson C. Chow:
A Spiking Neuron Model for Binocular Rivalry. J. Comput. Neurosci. 12(1): 39-53 (2002) - 2001
- [j7]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): 313-331 (2001) - [j6]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): 121-134 (2001) - [j5]Carlo R. Laing, Carson C. Chow:
Stationary Bumps in Networks of Spiking Neurons. Neural Comput. 13(7): 1473-1494 (2001) - 2000
- [j4]Mona Spiridon, Carson C. Chow, Wulfram Gerstner:
Effect of correlations on signal transmission in a population of spiking neurons. Neurocomputing 32-33: 529-535 (2000) - [j3]Carson C. Chow, Nancy Kopell:
Dynamics of Spiking Neurons with Electrical Coupling. Neural Comput. 12(7): 1643-1678 (2000)
1990 – 1999
- 1998
- [j2]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): 5-16 (1998) - [j1]Carson C. Chow, John A. White, Jason Ritt, Nancy Kopell:
Frequency Control in Synchronized Networks of Inhibitory Neurons. J. Comput. Neurosci. 5(4): 407-420 (1998)
Coauthor Index
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