David L. Bentley

Joined

January 2025

Names

David L. Bentley (Preferred)

Emails

****@cuanschutz.edu (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Full Professor

Biochemistry and Mol Genetics, University of Colorado Anschutz Medical Campus (cuanschutz.edu)

1998 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Mark Groudine

1982 – 1987

Expertise

RNA pol II transcription

co-transcriptional mRNA processing

1987 – 2025

Publications

Interpretable DNA Sequence Classification via Dynamic Feature Generation in Decision Trees
Nicolas Huynh, Krzysztof Kacprzyk, Ryan M Sheridan, David L. Bentley, Mihaela van der Schaar
- AISTATS 2026 Poster
- Readers: Everyone
Hypothesis Hunting with Evolving Networks of Autonomous Scientific Agents
Tennison Liu, Silas Ruhrberg Estévez, David L. Bentley, Mihaela van der Schaar
- Submitted to ICLR 2026
- Readers: Everyone
Learning Cellular Dynamics with Cell–Cell Interaction–Aware Optimal Transport
Silas Ruhrberg Estévez, Nicolas Huynh, Tennison Liu, Roderik M. Kortlever, Gerard I. Evan, David L. Bentley, Mihaela van der Schaar
- Submitted to ICLR 2026
- Readers: Everyone
Structure Guided Equation Discovery with Influence-Based Feedback for Large Language Models
Evgeny Saveliev, Samuel Holt, Nabeel Seedat, David L. Bentley, Jim Weatherall, Mihaela van der Schaar
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis
Nicolas Huynh, Krzysztof Kacprzyk, Ryan M Sheridan, David L. Bentley, Mihaela van der Schaar
- ICLR 2025 AI4NA Poster
- Readers: Everyone
Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis
Nicolas Huynh, Krzysztof Kacprzyk, Ryan M Sheridan, David L. Bentley, Mihaela van der Schaar
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis
Nicolas Huynh, Krzysztof Kacprzyk, Ryan M Sheridan, David L. Bentley, Mihaela van der Schaar
- MLGenX 2025 Spotlight
- Readers: Everyone

David L. Bentley

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Interpretable DNA Sequence Classification via Dynamic Feature Generation in Decision Trees

Hypothesis Hunting with Evolving Networks of Autonomous Scientific Agents

Learning Cellular Dynamics with Cell–Cell Interaction–Aware Optimal Transport

Structure Guided Equation Discovery with Influence-Based Feedback for Large Language Models

Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis

Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis

Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis

Co-Authors