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Biorxiv : the Preprint Server for Biology|August 1, 2026
Bayesian Factor Analysis for Binary and Ordinal Phenotypes with MissingnessN Shashaank, David A KnowlesPNAS Nexus|March 13, 2023
Computational models of dopamine release measured by fast scan cyclic voltammetry in vivoN Shashaank, Mahalakshmi Somayaji, Mattia Miotto, et al.Biomedicines|January 8, 2025
Direct Pathway Neurons in the Mouse Ventral Striatum Are Active During Goal-Directed Action but Not Reward Consumption During Operant ConditioningStefano Cataldi, Clay Lacefield, N Shashaank, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|September 10, 2015
Pitman Yor Diffusion Trees for Bayesian Hierarchical ClusteringDavid A Knowles, Zoubin GhahramaniAmerican Journal of Human Genetics|December 3, 2021
Welch-weighted Egger regression reduces false positives due to correlated pleiotropy in Mendelian randomizationBrielin C Brown, David A KnowlesEneuro|September 28, 2022
Decreased Dorsomedial Striatum Direct Pathway Neuronal Activity Is Required for Learned Motor CoordinationStefano Cataldi, Clay Lacefield, N Shashaank, et al.Plos Computational Biology|October 20, 2022
Deep mendelian randomization: Investigating the causal knowledge of genomic deep learning modelsStephen Malina, Daniel Cizin, David A KnowlesPlos Computational Biology|May 29, 2019
Sparse discriminative latent characteristics for predicting cancer drug sensitivity from genomic featuresDavid A Knowles, Gina Bouchard, Sylvia PlevritisIEEE Transactions on Pattern Analysis and Machine Intelligence|September 10, 2015
Relational Learning and Network Modelling Using Infinite Latent Attribute ModelsKonstantina Palla, David A Knowles, Zoubin GhahramaniArxiv|November 22, 2024
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component AnalysisJiayu Su, David A Knowles, Raul RabadanPageof 7