Chris H. Wiggins

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 11

Top Topics

Contextual Bandit

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Iñigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noemie Elhadad
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction. MLHC (2021)
Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad
A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad
A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data. CoRR (2021)
Kathy Li, Iñigo Urteaga, Chris H. Wiggins, Anna Druet, Amanda Shea, Virginia J. Vitzthum, Noémie Elhadad
Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data. npj Digit. Medicine 3 (2020)
Iñigo Urteaga, Chris H. Wiggins
Nonparametric Gaussian mixture models for the multi-armed contextual bandit. CoRR (2018)
Iñigo Urteaga, Chris H. Wiggins
(Sequential) Importance Sampling Bandits. CoRR (2018)
Iñigo Urteaga, Chris H. Wiggins
Bayesian bandits: balancing the exploration-exploitation tradeoff via double sampling. CoRR (2017)
Iñigo Urteaga, Chris H. Wiggins
Variational inference for the multi-armed contextual bandit. CoRR (2017)
Andrew Mugler, Mark Kittisopikul, Luke Hayden, Jintao Liu, Chris H. Wiggins, Gürol M. Süel, Aleksandra M. Walczak
Competence Circuit. PLoS Comput. Biol. 12 (3) (2016)
Rimma Pivovarov, Adler J. Perotte, Edouard Grave, John Angiolillo, Chris H. Wiggins, Noémie Elhadad
Learning probabilistic phenotypes from heterogeneous EHR data. J. Biomed. Informatics 58 (2015)
Max Greenfeld, Jan-Willem van de Meent, Dmitri S. Pavlichin, Hideo Mabuchi, Chris H. Wiggins, Ruben L. Gonzalez, Daniel Herschlag
Single-molecule dataset (SMD): a generalized storage format for raw and processed single-molecule data. BMC Bioinform. 16 (2015)
Francesco Abate, Sakellarios Zairis, Elisa Ficarra, Andrea Acquaviva, Chris H. Wiggins, Veronique Frattini, Anna Lasorella, Antonio Iavarone, Giorgio Inghirami, Raul Rabadan
Pegasus: a comprehensive annotation and prediction tool for detection of driver gene fusions in cancer. BMC Syst. Biol. 8 (2014)
Xuejing Li, Casandra Panea, Chris H. Wiggins, Valerie Reinke, Christina S. Leslie
Learning "graph-mer" Motifs that Predict Gene Expression Trajectories in Development. PLoS Comput. Biol. 6 (4) (2010)
Jonathan E. Bronson, Jake M. Hofman, Jingyi Fei, Ruben L. Gonzalez, Chris H. Wiggins
Graphical models for inferring single molecule dynamics. BMC Bioinform. 11 (S-8) (2010)
Anil Raj, Chris H. Wiggins
An Information-Theoretic Derivation of Min-Cut-Based Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 32 (6) (2010)