Kyle Miller

Project scientist, CMU, Carnegie Mellon University

Joined

December 2017

Names

Kyle Miller (Preferred)

,

James Kyle Miller

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

Career & Education History

Project scientist

CMU, Carnegie Mellon University (andrew)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Applied machine learning

2012 – Present

Publications

Provably Robust Model-Centric Explanations for Critical Decision-Making
Robert Edman, Cecilia Morales, Nicholas Gisolfi, Kyle Miller, Artur Dubrawski
- OpenReview Archive Direct Upload
- Readers: Everyone
Semi-Supervised Learning of Tree-Based Models Using Uncertain Interpretation of Data
Jack Henry Good, Shyla Bisht, Kyle Miller, Artur Dubrawski
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Actionable Model-Centric Explanations
Robert Edman, Cecilia Morales, Nicholas Gisolfi, Kyle Miller, Artur Dubrawski
- 13 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Feature Learning for Interpretable, Performant Decision Trees
Jack Henry Good, Torin Kovach, Kyle Miller, Artur Dubrawski
- NeurIPS 2023 poster
- Readers: Everyone
Kernel Density Decision Trees
Jack Henry Good, Kyle Miller, Artur Dubrawski
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Robust Multi-view Representation Learning
Sibi Venkatesan, Kyle Miller, Artur Dubrawski
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
Noise-Tolerant Interactive Learning Using Pairwise Comparisons
Yichong Xu, Hongyang Zhang, Aarti Singh, Artur Dubrawski, Kyle Miller
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone

Co-Authors