Eric Heim

Identifiers

• name variant Eric Heim 0.60 · backfill

Papers (11)

1. A Guide to Failure in Machine Learning: Reliability and Robustness from Foundations to Practice cs.LG · 2025 · author #1
2. A Decision-driven Methodology for Designing Uncertainty-aware AI Self-Assessment stat.ML · 2024 · author #4
3. What is Your Metric Telling You? Evaluating Classifier Calibration under Context-Specific Definitions of Reliability cs.LG · 2022 · author #3
4. Measuring AI Systems Beyond Accuracy cs.SE · 2022 · author #3
5. Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model stat.ML · 2019 · author #3
6. xBD: A Dataset for Assessing Building Damage from Satellite Imagery cs.CV · 2019 · author #7
7. Constrained Generative Adversarial Networks for Interactive Image Generation cs.GR · 2019 · author #1
8. Exploiting Class Learnability in Noisy Data cs.LG · 2018 · author #2
9. Generating Triples with Adversarial Networks for Scene Graph Construction cs.CV · 2018 · author #2
10. Clickstream analysis for crowd-based object segmentation with confidence cs.CV · 2016 · author #1
11. Sparse Multidimensional Patient Modeling using Auxiliary Confidence Labels cs.LG · 2015 · author #1

Mentions

• 2503.00563 #1 · arxiv_oai · confidence 0.70 Eric Heim
• 2408.01301 #4 · arxiv_oai · confidence 0.70 Eric Heim
• 2205.11454 #3 · arxiv_oai · confidence 0.70 Eric Heim
• 2204.04211 #3 · arxiv_oai · confidence 0.70 Eric Heim
• 1912.00524 #3 · arxiv_oai · confidence 0.70 Eric Heim
• 1911.09296 #7 · arxiv_oai · confidence 0.70 Eric Heim
• 1904.02526 #1 · arxiv_oai · confidence 0.70 Eric Heim
• 1811.06524 #2 · arxiv_oai · confidence 0.70 Eric Heim
• 1802.02598 #2 · arxiv_oai · confidence 0.70 Eric Heim
• 1611.08527 #1 · arxiv_oai · confidence 0.70 Eric Heim
• 1507.07955 #1 · arxiv_oai · confidence 0.70 Eric Heim
• 1507.07955 #1 · backfill · confidence 0.70 Eric Heim

Frequent Coauthors

• Matthew Klawonn 2 shared papers
• Alexander Seitel 1 shared papers
• Anusha Sinha 1 shared papers
• Bryce Goodman 1 shared papers
• Christian Stock 1 shared papers
• David Shriver 1 shared papers
• Fabian Isensee 1 shared papers
• Gregory Canal 1 shared papers
• Howie Choset 1 shared papers
• I-Jeng Wang 1 shared papers
• Jacob Oaks 1 shared papers
• James Hendler 1 shared papers
• Jay Palat 1 shared papers
• Jigar Doshi 1 shared papers
• John Kirchenbauer 1 shared papers
• Jonas Andrulis 1 shared papers
• Lee Seversky 1 shared papers
• Lena Maier-Hein 1 shared papers
• Matthew Gaston 1 shared papers
• Milos Hauskrecht (University of Pittsburgh) 1 shared papers