Brian Barr

Identifiers

• name variant Brian Barr 0.60 · backfill

Papers (14)

1. An Explainable Gaussian Process Auto-encoder for Tabular Data cs.LG · 2025 · author #2
2. Tabular Diffusion Counterfactual Explanations cs.LG · 2025 · author #2
3. MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanations cs.LG · 2024 · author #6
4. T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients cs.LG · 2024 · author #3
5. Gaussian Process Neural Additive Models cs.LG · 2024 · author #2
6. The Disagreement Problem in Faithfulness Metrics cs.LG · 2023 · author #1
7. Calibrate: Interactive Analysis of Probabilistic Model Output cs.HC · 2022 · author #4
8. BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence cs.LG · 2022 · author #7
9. Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets cs.HC · 2022 · author #2
10. Topological Representations of Local Explanations cs.LG · 2022 · author #5
11. Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations cs.LG · 2020 · author #3
12. Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together cs.HC · 2020 · author #4
13. SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level cs.HC · 2020 · author #3
14. Towards Ground Truth Explainability on Tabular Data cs.LG · 2020 · author #1

Mentions

• 2509.00884 #2 · arxiv_oai · confidence 0.70 Brian Barr
• 2509.00876 #2 · arxiv_oai · confidence 0.70 Brian Barr
• 2404.16495 #3 · arxiv_oai · confidence 0.70 Brian Barr
• 2406.15613 #6 · arxiv_oai · confidence 0.70 Brian Barr
• 2007.10609 #3 · arxiv_oai · confidence 0.70 Brian Barr
• 2402.12518 #2 · arxiv_oai · confidence 0.70 Brian Barr
• 2311.07763 #1 · arxiv_oai · confidence 0.70 Brian Barr
• 2207.05566 #7 · arxiv_oai · confidence 0.70 Brian Barr
• 2207.13770 #4 · arxiv_oai · confidence 0.70 Brian Barr
• 2201.07724 #2 · arxiv_oai · confidence 0.70 Brian Barr
• 2201.02155 #5 · arxiv_oai · confidence 0.70 Brian Barr
• 2012.09301 #3 · arxiv_oai · confidence 0.70 Brian Barr
• 2007.10614 #4 · arxiv_oai · confidence 0.70 Brian Barr
• 2007.10532 #1 · arxiv_oai · confidence 0.70 Brian Barr

Frequent Coauthors

• Luis Gustavo Nonato 6 shared papers
• Claudio Silva 4 shared papers
• Enrico Bertini 4 shared papers
• C. Bayan Bruss 3 shared papers
• Claudio T. Silva 3 shared papers
• Gromit Yeuk-Yin Chan 3 shared papers
• John Paisley 3 shared papers
• Peter Xenopoulos 3 shared papers
• Wei Zhang 3 shared papers
• Joao Rulff 2 shared papers
• Jun Yuan 2 shared papers
• Kyle Overton 2 shared papers
• Samuel Sharpe 2 shared papers
• Caleb Mok 1 shared papers
• Daniel Barcklow 1 shared papers
• Daniel Proano 1 shared papers
• Evandro S. Ortigossa 1 shared papers
• F\'abio F. Dias 1 shared papers
• Gromit Chan 1 shared papers
• Harish Doraiswamy 1 shared papers