Full Professor(heuristic)

Statistical Methods and Inference · Statistics and Probability

Compare more Statistics and Probability professors.

h-index52
i10-index151
Publications316
Citations10,093

Grants

17 total · 2 active

NSF #2513668

Generative Models for Predictive Insights and Inference in Multimodal Data

Active
Amount
$100K–$200K
Period
2025-08-15 → 2028-07-31
PIs
1

Awarded at University of Minnesota-Twin Cities

NIH #R01AG074858

Estimation and inference in directed acyclic graphical models for biological networks

Active
Amount
$600K–$700K
Period
2022-04-01 → 2027-01-31
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

NIH #R01AG069895

Deep Learning with Neuroimaging Genetic Data for Alzheimer's Disease

Amount
$600K–$700K
Period
2020-09-30 → 2025-06-30
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

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All Grants

17 total · 2 active

NSF #2513668

Generative Models for Predictive Insights and Inference in Multimodal Data

Active
Amount
$100K–$200K
Period
2025-08-15 → 2028-07-31
PIs
1

Awarded at University of Minnesota-Twin Cities

NIH #R01AG074858

Estimation and inference in directed acyclic graphical models for biological networks

Active
Amount
$600K–$700K
Period
2022-04-01 → 2027-01-31
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

NIH #R01AG069895

Deep Learning with Neuroimaging Genetic Data for Alzheimer's Disease

Amount
$600K–$700K
Period
2020-09-30 → 2025-06-30
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

NSF #1952539

FRG: Collaborative Research: Generative Learning on Unstructured Data with Applications to Natural Language Processing and Hyperlink Prediction

Amount
$300K–$400K
Period
2020-07-01 → 2024-06-30
PIs
1

Awarded at University of Minnesota-Twin Cities

NIH #R01GM126002

Estimation and Inference of Gene Regulatory Networks

Amount
$300K–$400K
Period
2017-09-15 → 2021-08-31
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

NSF #1712564

Collaborative Research: Collaborative Learning for Multimodal Data

Amount
$300K–$400K
Period
2017-07-01 → 2021-06-30
PIs
1

Awarded at University of Minnesota-Twin Cities

NSF #1721216

Collaborative Research: Automatic Video Interpretation and Description

Amount
$100K–$200K
Period
2017-09-01 → 2020-08-31
PIs
1

Awarded at University of Minnesota-Twin Cities

NIH #R01HL105397

Genetic Association and Personalized Medicine

Amount
$300K–$400K
Period
2011-03-10 → 2019-04-30
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

NSF #1415500

Collaborative Research: New statistical learning and scalable computation for large unstructured data

Amount
$200K–$300K
Period
2014-08-01 → 2017-07-31
PIs
1

Awarded at University of Minnesota-Twin Cities

NSF #1207771

Mining structured tensor data

Amount
$200K–$300K
Period
2012-07-01 → 2016-06-30
PIs
1

Awarded at University of Minnesota-Twin Cities

NIH #R01GM081535

New Machine Learning Tools for Biomedical Data

Amount
$200K–$300K
Period
2007-07-15 → 2015-06-30
PIs
2

Awarded at UNIVERSITY OF MINNESOTA

NSF #0906616

Structured classification and regression

Amount
$300K–$400K
Period
2009-07-01 → 2012-06-30
PIs
1

Awarded at University of Minnesota-Twin Cities

NSF #0604394

Inference and Prediction in a Complex Discovery Process

Amount
—
Period
2006-07-01 → 2010-06-30
PIs
1

Awarded at University of Minnesota-Twin Cities

NSF #0634639

Collaborative Proposal: International Research and Education: Workshops in Statistics

Amount
<$100K
Period
2006-08-15 → 2008-07-31
PIs
1

Awarded at University of Minnesota-Twin Cities

NSF #0354881

Nonseparable Multiclass Learning for Object Tracking

Amount
—
Period
2003-10-01 → 2007-09-30
PIs
1

Awarded at University of Minnesota-Twin Cities

NSF #0328802

Nonseparable Multiclass Learning for Object Tracking

Amount
$400K–$500K
Period
2003-10-01 → 2004-08-31
PIs
2

Awarded at Ohio State University Research Foundation -DO NOT USE

NSF #0072635

Semiparametric and Nonparametric Inferences

Amount
<$100K
Period
2000-07-01 → 2003-06-30
PIs
1

Awarded at Ohio State University Research Foundation -DO NOT USE

Recent Public Signals

  1. New paper: Simultaneous inhibition of <i>Microcystis</i> growth, toxin production, and release by a high-efficacy algicidal bacterium <i>Aeromonas</i> sp. N3 (Journal of Applied Microbiology)2026-06-02
  2. New preprint: Causality-Encoded Diffusion Models for Interventional Sampling and Edge Inference2026-04-23
  3. New NSF award: Generative Models for Predictive Insights and Inference in Multimodal Data2025-08-15

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Data Freshness

  • Publications as of 2026-07-09
  • Grants as of 2026-09-03

Data may not be current

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ORCID: 0000-0003-1300-1451

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