WashU Epigenome Browser update 2022

Daofeng Li, Deepak Purushotham, Jessica K. Harrison, +10

Nucleic Acids Research

EngineeringEpigenetic ChangeGeneticsInteractive Data ExplorationMolecular Biology +14

Mutation in the γ2-Subunit of AMP-Activated Protein Kinase Stimulates Cardiomyocyte Proliferation and Hypertrophy Independent of Glycogen Storage

Maengjo Kim, Roger W. Hunter, Lorena Garcia‐Menendez, +7

Circulation Research

Myosin-independent cytokinesis in <i>Giardia</i> utilizes flagella to coordinate force generation and direct membrane trafficking

William R. Hardin, Renyu Li, Jason Xu, +4

Proceedings of the National Academy of Sciences

Quantitative stability of hematopoietic stem and progenitor cell clonal output in rhesus macaques receiving transplants

Samson Koelle, Diego A. Espinoza, Chuanfeng Wu, +5

Blood

Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning

Jiazhuo Wang, Jason Xu, Xuejun Wang

arXiv (Cornell University)

Artificial IntelligenceHyperparameter OptimizationModel OptimizationHyperparameter EstimationEngineering +12

Birth/birth-death processes and their computable transition probabilities with biological applications

Lam Si Tung Ho, Jason Xu, Forrest W. Crawford, +2

Journal of Mathematical Biology

BiologyEngineeringMathematical BiophysicsLongevityNatural Sciences +8

Stochastic Variational Inference for Hidden Markov Models

Nicholas J. Foti, Jason Xu, Dillon Laird, +1

arXiv (Cornell University)

Structured PredictionEngineeringMachine LearningData ScienceStochastic Variational Inference +13

Power k-Means Clustering

Jason Xu, Kenneth Lange

International Conference on Machine Learning

Cluster ComputingDocument ClusteringEngineeringData ScienceData Mining +5

Entropy Weighted Power k-Means Clustering.

Saptarshi Chakraborty, Debolina Paul, Swagatam Das, +1

International Conference on Artificial Intelligence and Statistics

EngineeringData ScienceData MiningEntropyPattern Recognition +4

Likelihood-Based Inference for Partially Observed Epidemics on Dynamic Networks

Fan Bu, Allison E. Aiello, Jason Xu, +1

Journal of the American Statistical Association

Infectious Disease EpidemiologyInfectious Disease ModellingNetwork ScienceEngineeringPartially Observed Epidemics +11