Publications

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Using Uncertainty and Out-of-distribution Detection to Identify Unreliable Predictions

Artificial Intelligence and Statistics 2022

Michael Christopher Darling, Justin E Doak, Richard V. Field, Mark A. Smith, David John Stracuzzi

Abstract – 2021 Abstract 2021

Optimizing Machine Learning Predictions with Prediction Uncertainty

Sandia Academic Alliance/ UT Austin Student LDRD Poster Session

Zachary J. Smith, Michael Christopher Darling, David John Stracuzzi, Justin E Doak, Mark A. Smith, J. Eric Bickel

https://www.osti.gov/search/identifier:1860307

Conference Poster – 2021 Conference Poster 2021

Autonomy and the Future of Work

36th International Systems Dynamics Society Conference

Nancy Kay Hayden, Asmeret Bier Naugle, Mark A. Smith

https://www.osti.gov/search/identifier:1576182

Conference Paper – 2018 Conference Paper 2018

Autonomy and the Future of Work: A work in progress

36th International Systems Dynamics Society Conference

Nancy Kay Hayden, Asmeret Bier Naugle, Mark A. Smith

Abstract – 2018 Abstract 2018

CSVVUQ Workshop Footprint_20160728

Jeffrey Y. Tsao, Timothy G. Trucano, Stephen D. Kleban, Asmeret Bier Naugle, Stephen Joseph Verzi, Laura Painton Swiler, Curtis Martin Johnson, Mark A. Smith, Tatiana Paz Flanagan, Eric D. Vugrin, Kasimir Georg Gabert, Matthew Samuel Lave, Wei Chen (Northwestern), Daniel DeLaurentis (Purdue), Alfred Hubler (Univerisity of Illinois at Urbana Champagne), Bill Oberkampf (WLO Consulting)

https://www.osti.gov/search/identifier:1431458

SAND Report – 2016 SAND Report 2016
Document Title Type Year