D
Derek Austin
Researcher at Virginia Commonwealth University
Publications - 4
Citations - 521
Derek Austin is an academic researcher from Virginia Commonwealth University. The author has contributed to research in topics: Computer science & Engineering. The author has an hindex of 1, co-authored 1 publications receiving 498 citations.
Papers
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Journal ArticleDOI
Multiplex amplification of large sets of human exons
Gregory J. Porreca,Kun Zhang,Kun Zhang,Jin Billy Li,Bin Xie,Derek Austin,Sara L Vassallo,Emily M LeProust,Bill J. Peck,Christopher J. Emig,Fredrik A. Dahl,Fredrik A. Dahl,Yuan Gao,George M. Church,Jay Shendure,Jay Shendure +15 more
TL;DR: It is shown that targeting oligonucleotides released from programmable microarrays can be used to capture and amplify ∼10,000 human exons in a single multiplex reaction, and it is anticipated that highly multiplexed methods for targeted amplification will enable the comprehensive resequencing ofhuman exons at a fraction of the cost of whole-genome resequenced.
Book ChapterDOI
Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability
Journal ArticleDOI
A Dataset and Benchmark for Automatically Answering and Generating Machine Learning Final Exams
Sarah Zhang,Reece Shuttleworth,Derek Austin,Yann Hicke,Leonard Tang,Sathwik Karnik,Darnell Granberry,Iddo Drori +7 more
TL;DR: A new dataset and benchmark of questions from eight MIT Introduction to Machine Learning exams between Fall 2017 and Spring 2022 are provided and code for automatically answering these questions and generating new questions is provided.
From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams
Iddo Drori,Reece Shuttleworth,Sarah Zhang,Derek Austin,Leonard Tang,Yann Hicke,S. M. Karnik,Darnell Granberry,Madeleine Udell +8 more
TL;DR: This paper developed and compared methods that solve final exams, which differ from problem sets in several ways: the questions are longer, have multiple parts, are more complicated, and span a broader set of topics.