Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling
Mingqian Feng, Xiaodong Liu, Weiwei Yang, Chenliang Xu, Chris White, Jianfeng Gao
February 2026
Chris White
Lab Director
Publications
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Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic
Tiona Zuzul, Emily Cox Pahnke, Jonathan Larson, Patrick Bourke, Nicholas Caurvina, Neha Parikh Shah, Fereshteh Amini, Jeffrey Weston, Youngser Park, Joshua Vogelstein, Chris White, Carey E. Priebe
Management Science | April 2025
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Multiple Network Embedding for Anomaly Detection in Time Series of Graphs
Guodong Chen, Jesus Arroyo, Avanti Athreya, Joshua Cape, Joshua T. Vogelstein, Youngser Park, Chris White, Jonathan Larson, Weiwei Yang, Carey E. Priebe
Computational Statistics & Data Analysis | March 2025, Vol 203
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Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror
Tianyi Chen, Weiwei Yang, Chris White, Carey E. Priebe
Applied Network Science | July 2023
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Distance-based Positive and Unlabeled Learning for Ranking
Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White
Pattern Recognition | October 2022
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Inducing a hierarchy for multi-class classification problems
Hayden S. Helm, Ali Geisa, Weiwei Yang, Kate Lytvynets, Oriana Riva, Sujeeth Bharadwaj, Carey E. Priebe, Chris White
Arxiv | February 2021, Vol 2102.10263
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A partition-based similarity for classification distributions.
Hayden S. Helm, Ronak D. Mehta, Brandon Duderstadt, Ali Geisa, Weiwei Yang, Joshua T. Vogelstein, Carey E. Priebe, Chris White
November 2020
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Understanding the Human Brain using Brain Organoids and a Structure-Function Theory
Gabriel A. Silva, Alysson R. Muotri, Chris White
September 2020
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Vertex Nomination, Consistent Estimation, and Adversarial Modification
Youngser Park, Jonathan Larson, Chris White, Carey E. Priebe, Vince Lyzinski, Joshua Agterberg
Electronic Journal of Statistics | September 2020, Vol 14(2): pp. 3230-3267
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Orchard: Exploring Multivariate Heterogeneous Networks on Mobile Phones
Philipp Eichmann, Darren Edge, Nathan Evans, Bongshin Lee, Matthew Brehmer, Chris White
Computer Graphics Forum | June 2020
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Learning to rank via combining representations
Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Chris White, Carey E. Priebe
May 2020
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Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Darren Edge, Weiwei Yang, Harry Cook, Claire Galez-Davis, Hannah Darnton, Kate Lytvynets, Chris White
May 2020
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Workgroup Mapping: Visual Analysis of Collaboration Culture
Darren Edge, Jonathan Larson, Nikolay Trandev, Neha Parikh Shah, Carolyn Buractaon, Nicholas Caurvina, Nathan Evans, Chris White
May 2020
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Modern Machine Learning: Partition & Vote
Carey E. Priebe, Joshua T. Vogelstein, Florian Engert, Chris White
April 2020
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A general approach to progressive learning
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Weiwei Yang, Bryan Tower, Will LeVine, Jonathan Larson, Chris White, Carey Priebe
April 2020
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A general approach to progressive learning
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Will LeVine, Weiwei Yang, Bryan Tower, Jonathan Larson, Carey E. Priebe, Chris White
April 2020
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Making Sense of Search: Using Graph Embedding and Visualization to Transform Query Understanding
Jonathan Larson, Darren Edge, Nathan Evans, Chris White
CHI | April 2020
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News Provenance: Revealing News Text Reuse at Web-Scale in an Augmented News Search Experience
Nathan Evans, Darren Edge, Jonathan Larson, Chris White
CHI | April 2020
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Timeline Storyteller: The Design & Deployment of an Interactive Authoring Tool for Expressive Timeline Narratives
Matthew Brehmer, Bongshin Lee, Nathalie Henry Riche, David Tittsworth, Kate Lytvynets, Darren Edge, Chris White
Computation+Journalism Symposium | February 2019
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Trimming the Hairball: Edge Cutting Strategies for Making Dense Graphs Usable
Darren Edge, Jonathan Larson, Markus Mobius, Chris White
GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018
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Using Web-Scale Graph Analytics to Counter Technical Support Scams
Jonathan Larson, Bryan Tower, Duane Hadfield, Darren Edge, Chris White
GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018
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Bringing AI to BI: Enabling Visual Analytics of Unstructured Data in a Modern Business Intelligence Platform
Darren Edge, Jonathan Larson, Chris White
CHI 2018 Extended Abstracts | April 2018
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Beyond Tasks: An Activity Typology for Visual Analytics
Darren Edge, Nathalie Henry Riche, Jonathan Larson, Chris White
Transactions on Visualization and Computer Graphics | January 2018, Vol 24(1): pp. 267-277
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Likelihood-Based Semi-Supervised Model Selection with Applications to Speech Processing
Chris White, Sanjeev P. Khudanpur, Patrick J. Wolfe
IEEE Journal of Selected Topics in Signal Processing | November 2009, Vol 4(6)
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Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments
Chris White, Geoffrey Zweig
In Proceedings of ICASSP | January 2008
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Maximum Entropy Confidence Estimation for Speech Recognition
Chris White, Jasha Droppo, Alex Acero, Julian Odell
Proc. ICASSP | April 2007
Proc. ICASSP
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Statistical Estimation of Adversarial Risk in Large Language Models under Best-of-N Sampling
Mingqian Feng, Xiaodong Liu, Weiwei Yang, Chenliang Xu, Chris White, Jianfeng Gao
February 2026
-
Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Darren Edge, Weiwei Yang, Harry Cook, Claire Galez-Davis, Hannah Darnton, Kate Lytvynets, Chris White
May 2020
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-
-
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror
Tianyi Chen, Weiwei Yang, Chris White, Carey E. Priebe
Applied Network Science | July 2023
-
-
-
Distance-based Positive and Unlabeled Learning for Ranking
Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White
Pattern Recognition | October 2022
-
-
-
Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic
Tiona Zuzul, Emily Cox Pahnke, Jonathan Larson, Patrick Bourke, Nicholas Caurvina, Neha Parikh Shah, Fereshteh Amini, Jeffrey Weston, Youngser Park, Joshua Vogelstein, Chris White, Carey E. Priebe
Management Science | April 2025
-
Multiple Network Embedding for Anomaly Detection in Time Series of Graphs
Guodong Chen, Jesus Arroyo, Avanti Athreya, Joshua Cape, Joshua T. Vogelstein, Youngser Park, Chris White, Jonathan Larson, Weiwei Yang, Carey E. Priebe
Computational Statistics & Data Analysis | March 2025, Vol 203
-
Inducing a hierarchy for multi-class classification problems
Hayden S. Helm, Ali Geisa, Weiwei Yang, Kate Lytvynets, Oriana Riva, Sujeeth Bharadwaj, Carey E. Priebe, Chris White
Arxiv | February 2021, Vol 2102.10263
-
A partition-based similarity for classification distributions.
Hayden S. Helm, Ronak D. Mehta, Brandon Duderstadt, Ali Geisa, Weiwei Yang, Joshua T. Vogelstein, Carey E. Priebe, Chris White
November 2020
-
Understanding the Human Brain using Brain Organoids and a Structure-Function Theory
Gabriel A. Silva, Alysson R. Muotri, Chris White
September 2020
-
Vertex Nomination, Consistent Estimation, and Adversarial Modification
Youngser Park, Jonathan Larson, Chris White, Carey E. Priebe, Vince Lyzinski, Joshua Agterberg
Electronic Journal of Statistics | September 2020, Vol 14(2): pp. 3230-3267
-
Learning to rank via combining representations
Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Chris White, Carey E. Priebe
May 2020
-
Modern Machine Learning: Partition & Vote
Carey E. Priebe, Joshua T. Vogelstein, Florian Engert, Chris White
April 2020
-
A general approach to progressive learning
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Weiwei Yang, Bryan Tower, Will LeVine, Jonathan Larson, Chris White, Carey Priebe
April 2020
-
A general approach to progressive learning
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Will LeVine, Weiwei Yang, Bryan Tower, Jonathan Larson, Carey E. Priebe, Chris White
April 2020
-
-
-
Understanding the Human Brain using Brain Organoids and a Structure-Function Theory
Gabriel A. Silva, Alysson R. Muotri, Chris White
September 2020
-
-
-
Multiple Network Embedding for Anomaly Detection in Time Series of Graphs
Guodong Chen, Jesus Arroyo, Avanti Athreya, Joshua Cape, Joshua T. Vogelstein, Youngser Park, Chris White, Jonathan Larson, Weiwei Yang, Carey E. Priebe
Computational Statistics & Data Analysis | March 2025, Vol 203
-
-
-
Multiple Network Embedding for Anomaly Detection in Time Series of Graphs
Guodong Chen, Jesus Arroyo, Avanti Athreya, Joshua Cape, Joshua T. Vogelstein, Youngser Park, Chris White, Jonathan Larson, Weiwei Yang, Carey E. Priebe
Computational Statistics & Data Analysis | March 2025, Vol 203
-
Orchard: Exploring Multivariate Heterogeneous Networks on Mobile Phones
Philipp Eichmann, Darren Edge, Nathan Evans, Bongshin Lee, Matthew Brehmer, Chris White
Computer Graphics Forum | June 2020
-
Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Darren Edge, Weiwei Yang, Harry Cook, Claire Galez-Davis, Hannah Darnton, Kate Lytvynets, Chris White
May 2020
-
Workgroup Mapping: Visual Analysis of Collaboration Culture
Darren Edge, Jonathan Larson, Nikolay Trandev, Neha Parikh Shah, Carolyn Buractaon, Nicholas Caurvina, Nathan Evans, Chris White
May 2020
-
Modern Machine Learning: Partition & Vote
Carey E. Priebe, Joshua T. Vogelstein, Florian Engert, Chris White
April 2020
-
News Provenance: Revealing News Text Reuse at Web-Scale in an Augmented News Search Experience
Nathan Evans, Darren Edge, Jonathan Larson, Chris White
CHI | April 2020
-
Making Sense of Search: Using Graph Embedding and Visualization to Transform Query Understanding
Jonathan Larson, Darren Edge, Nathan Evans, Chris White
CHI | April 2020
-
Timeline Storyteller: The Design & Deployment of an Interactive Authoring Tool for Expressive Timeline Narratives
Matthew Brehmer, Bongshin Lee, Nathalie Henry Riche, David Tittsworth, Kate Lytvynets, Darren Edge, Chris White
Computation+Journalism Symposium | February 2019
-
Trimming the Hairball: Edge Cutting Strategies for Making Dense Graphs Usable
Darren Edge, Jonathan Larson, Markus Mobius, Chris White
GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018
-
Using Web-Scale Graph Analytics to Counter Technical Support Scams
Jonathan Larson, Bryan Tower, Duane Hadfield, Darren Edge, Chris White
GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018
-
Bringing AI to BI: Enabling Visual Analytics of Unstructured Data in a Modern Business Intelligence Platform
Darren Edge, Jonathan Larson, Chris White
CHI 2018 Extended Abstracts | April 2018
-
Beyond Tasks: An Activity Typology for Visual Analytics
Darren Edge, Nathalie Henry Riche, Jonathan Larson, Chris White
Transactions on Visualization and Computer Graphics | January 2018, Vol 24(1): pp. 267-277
-
-
-
Orchard: Exploring Multivariate Heterogeneous Networks on Mobile Phones
Philipp Eichmann, Darren Edge, Nathan Evans, Bongshin Lee, Matthew Brehmer, Chris White
Computer Graphics Forum | June 2020
-
Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Darren Edge, Weiwei Yang, Harry Cook, Claire Galez-Davis, Hannah Darnton, Kate Lytvynets, Chris White
May 2020
-
Workgroup Mapping: Visual Analysis of Collaboration Culture
Darren Edge, Jonathan Larson, Nikolay Trandev, Neha Parikh Shah, Carolyn Buractaon, Nicholas Caurvina, Nathan Evans, Chris White
May 2020
-
News Provenance: Revealing News Text Reuse at Web-Scale in an Augmented News Search Experience
Nathan Evans, Darren Edge, Jonathan Larson, Chris White
CHI | April 2020
-
Making Sense of Search: Using Graph Embedding and Visualization to Transform Query Understanding
Jonathan Larson, Darren Edge, Nathan Evans, Chris White
CHI | April 2020
-
Bringing AI to BI: Enabling Visual Analytics of Unstructured Data in a Modern Business Intelligence Platform
Darren Edge, Jonathan Larson, Chris White
CHI 2018 Extended Abstracts | April 2018
-
-
-
Likelihood-Based Semi-Supervised Model Selection with Applications to Speech Processing
Chris White, Sanjeev P. Khudanpur, Patrick J. Wolfe
IEEE Journal of Selected Topics in Signal Processing | November 2009, Vol 4(6)
-
Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments
Chris White, Geoffrey Zweig
In Proceedings of ICASSP | January 2008
-
-
-
Maximum Entropy Confidence Estimation for Speech Recognition
Chris White, Jasha Droppo, Alex Acero, Julian Odell
Proc. ICASSP | April 2007
Proc. ICASSP
-
-
-
-
Dynamic Silos: Modularity in intra-organizational communication networks before and during the Covid-19 pandemic
Tiona Zuzul, Emily Cox Pahnke, Jonathan Larson, Patrick Bourke, Nicholas Caurvina, Neha Parikh Shah, Fereshteh Amini, Jeffrey Weston, Youngser Park, Joshua Vogelstein, Chris White, Carey E. Priebe
Management Science | April 2025
-
Multiple Network Embedding for Anomaly Detection in Time Series of Graphs
Guodong Chen, Jesus Arroyo, Avanti Athreya, Joshua Cape, Joshua T. Vogelstein, Youngser Park, Chris White, Jonathan Larson, Weiwei Yang, Carey E. Priebe
Computational Statistics & Data Analysis | March 2025, Vol 203
-
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror
Tianyi Chen, Weiwei Yang, Chris White, Carey E. Priebe
Applied Network Science | July 2023
-
Distance-based Positive and Unlabeled Learning for Ranking
Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White
Pattern Recognition | October 2022
-
Inducing a hierarchy for multi-class classification problems
Hayden S. Helm, Ali Geisa, Weiwei Yang, Kate Lytvynets, Oriana Riva, Sujeeth Bharadwaj, Carey E. Priebe, Chris White
Arxiv | February 2021, Vol 2102.10263
-
Vertex Nomination, Consistent Estimation, and Adversarial Modification
Youngser Park, Jonathan Larson, Chris White, Carey E. Priebe, Vince Lyzinski, Joshua Agterberg
Electronic Journal of Statistics | September 2020, Vol 14(2): pp. 3230-3267
-
Orchard: Exploring Multivariate Heterogeneous Networks on Mobile Phones
Philipp Eichmann, Darren Edge, Nathan Evans, Bongshin Lee, Matthew Brehmer, Chris White
Computer Graphics Forum | June 2020
-
Beyond Tasks: An Activity Typology for Visual Analytics
Darren Edge, Nathalie Henry Riche, Jonathan Larson, Chris White
Transactions on Visualization and Computer Graphics | January 2018, Vol 24(1): pp. 267-277
-
Likelihood-Based Semi-Supervised Model Selection with Applications to Speech Processing
Chris White, Sanjeev P. Khudanpur, Patrick J. Wolfe
IEEE Journal of Selected Topics in Signal Processing | November 2009, Vol 4(6)
-
-
-
A partition-based similarity for classification distributions.
Hayden S. Helm, Ronak D. Mehta, Brandon Duderstadt, Ali Geisa, Weiwei Yang, Joshua T. Vogelstein, Carey E. Priebe, Chris White
November 2020
-
Understanding the Human Brain using Brain Organoids and a Structure-Function Theory
Gabriel A. Silva, Alysson R. Muotri, Chris White
September 2020
-
Learning to rank via combining representations
Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Chris White, Carey E. Priebe
May 2020
-
Design of a Privacy-Preserving Data Platform for Collaboration Against Human Trafficking
Darren Edge, Weiwei Yang, Harry Cook, Claire Galez-Davis, Hannah Darnton, Kate Lytvynets, Chris White
May 2020
-
Workgroup Mapping: Visual Analysis of Collaboration Culture
Darren Edge, Jonathan Larson, Nikolay Trandev, Neha Parikh Shah, Carolyn Buractaon, Nicholas Caurvina, Nathan Evans, Chris White
May 2020
-
Modern Machine Learning: Partition & Vote
Carey E. Priebe, Joshua T. Vogelstein, Florian Engert, Chris White
April 2020
-
A general approach to progressive learning
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Weiwei Yang, Bryan Tower, Will LeVine, Jonathan Larson, Chris White, Carey Priebe
April 2020
-
A general approach to progressive learning
Joshua T. Vogelstein, Hayden S. Helm, Ronak D. Mehta, Jayanta Dey, Will LeVine, Weiwei Yang, Bryan Tower, Jonathan Larson, Carey E. Priebe, Chris White
April 2020
-
-
-
News Provenance: Revealing News Text Reuse at Web-Scale in an Augmented News Search Experience
Nathan Evans, Darren Edge, Jonathan Larson, Chris White
CHI | April 2020
-
Making Sense of Search: Using Graph Embedding and Visualization to Transform Query Understanding
Jonathan Larson, Darren Edge, Nathan Evans, Chris White
CHI | April 2020
-
Timeline Storyteller: The Design & Deployment of an Interactive Authoring Tool for Expressive Timeline Narratives
Matthew Brehmer, Bongshin Lee, Nathalie Henry Riche, David Tittsworth, Kate Lytvynets, Darren Edge, Chris White
Computation+Journalism Symposium | February 2019
-
Trimming the Hairball: Edge Cutting Strategies for Making Dense Graphs Usable
Darren Edge, Jonathan Larson, Markus Mobius, Chris White
GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018
-
Using Web-Scale Graph Analytics to Counter Technical Support Scams
Jonathan Larson, Bryan Tower, Duane Hadfield, Darren Edge, Chris White
GTA³ 2.0: The 2nd IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2018
-
Bringing AI to BI: Enabling Visual Analytics of Unstructured Data in a Modern Business Intelligence Platform
Darren Edge, Jonathan Larson, Chris White
CHI 2018 Extended Abstracts | April 2018
-
Confidence Estimation, OOV Detection and Language ID Using Phone-to-Word Transduction and Phone-Level Alignments
Chris White, Geoffrey Zweig
In Proceedings of ICASSP | January 2008
-
Maximum Entropy Confidence Estimation for Speech Recognition
Chris White, Jasha Droppo, Alex Acero, Julian Odell
Proc. ICASSP | April 2007
Proc. ICASSP
-