Chris H. Wiggins

16 papers Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2021 — conf
A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction.
MLHC
Iñigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noemie Elhadad
2021 J jnl
A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data.
CoRR
Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad
2021 J jnl
A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking.
J. Am. Medical Informatics Assoc.
Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad
2020 J jnl
Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data.
npj Digit. Medicine
Kathy Li, Iñigo Urteaga, Chris H. Wiggins, Anna Druet, Amanda Shea, Virginia J. Vitzthum, Noémie Elhadad
2018 J jnl
(Sequential) Importance Sampling Bandits.
CoRR
Iñigo Urteaga, Chris H. Wiggins
2018 J jnl
Nonparametric Gaussian mixture models for the multi-armed contextual bandit.
CoRR
Iñigo Urteaga, Chris H. Wiggins
2017 J jnl
Bayesian bandits: balancing the exploration-exploitation tradeoff via double sampling.
CoRR
Iñigo Urteaga, Chris H. Wiggins
2017 J jnl
Variational inference for the multi-armed contextual bandit.
CoRR
Iñigo Urteaga, Chris H. Wiggins
2016 J jnl
Noise Expands the Response Range of the
PLoS Comput. Biol.
Andrew Mugler, Mark Kittisopikul, Luke Hayden, Jintao Liu, Chris H. Wiggins, Gürol M. Süel, Aleksandra M. Walczak
2015 J jnl
Learning probabilistic phenotypes from heterogeneous EHR data.
J. Biomed. Informatics
Rimma Pivovarov, Adler J. Perotte, Edouard Grave, John Angiolillo, Chris H. Wiggins, Noémie Elhadad
2015 J jnl
Single-molecule dataset (SMD): a generalized storage format for raw and processed single-molecule data.
BMC Bioinform.
Max Greenfeld, Jan-Willem van de Meent, Dmitri S. Pavlichin, Hideo Mabuchi, Chris H. Wiggins, Ruben L. Gonzalez, Daniel Herschlag
2014 J jnl
Pegasus: a comprehensive annotation and prediction tool for detection of driver gene fusions in cancer.
BMC Syst. Biol.
Francesco Abate, Sakellarios Zairis, Elisa Ficarra, Andrea Acquaviva, Chris H. Wiggins, Veronique Frattini, Anna Lasorella, Antonio Iavarone, Giorgio Inghirami, Raul Rabadan
2010 J jnl
An Information-Theoretic Derivation of Min-Cut-Based Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Anil Raj, Chris H. Wiggins
2010 J jnl
Graphical models for inferring single molecule dynamics.
BMC Bioinform.
Jonathan E. Bronson, Jake M. Hofman, Jingyi Fei, Ruben L. Gonzalez, Chris H. Wiggins
2010 J jnl
Learning "graph-mer" Motifs that Predict Gene Expression Trajectories in Development.
PLoS Comput. Biol.
Xuejing Li, Casandra Panea, Chris H. Wiggins, Valerie Reinke, Christina S. Leslie
2008 — conf
Inferring the structure and scale of modular networks.
MLG@ICML
Jake M. Hofman, Chris H. Wiggins