115 citations · 1k across the 31 of their papers we have counts for
32 papers
A simple and flexible test of sample exchangeability with applications to statistical genomics
Alan J. Aw, Jeffrey P. Spence, Yun S. Song
In scientific studies involving analyses of multivariate data, basic but important questions often arise for the researcher: Is the sample exchangeable, meaning that the joint dist…
Parallelizing Contextual Bandits
Jeffrey Chan, Aldo Pacchiano, Nilesh Tripuraneni +3
Standard approaches to decision-making under uncertainty focus on sequential exploration of the space of decisions. However, \textit{simultaneously} proposing a batch of decisions,…
EGGTART: A computational tool to visualize the dynamics of biophysical transport processes under the inhomogeneous -TASEP
Dan D. Erdmann-Pham, Wonjun Son, Khanh Dao Duc +1
The totally asymmetric simple exclusion process (TASEP), which describes the stochastic dynamics of interacting particles on a lattice, has been actively studied over the past seve…
Exact and arbitrarily accurate non-parametric two-sample tests based on rank spacings
Dan D. Erdmann-Pham, Jonathan Terhorst, Yun S. Song
A common method for deriving non-parametric tests is to reformulate a parametric test in terms of sample ranks. Despite being distribution free (even in finite samples), the result…
Evaluating Protein Transfer Learning with TAPE
Roshan Rao, Nicholas Bhattacharya, Neil Thomas +5
Protein modeling is an increasingly popular area of machine learning research. Semi-supervised learning has emerged as an important paradigm in protein modeling due to the high cos…
Inference of Population History using Coalescent HMMs: Review and Outlook
Jeffrey P. Spence, Matthias Steinrücken, Jonathan Terhorst +1
Studying how diverse human populations are related is of historical and anthropological interest, in addition to providing a realistic null model for testing for signatures of natu…