Carson C. Chow

32 papers A* 1A 1Journal 29Unranked 1

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