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Fergus Imrie

Identifiers

  • name variant Fergus Imrie 0.60 · backfill

Papers (20)

  1. Molecular Representations for Large Language Models cs.LG · 2026 · author #2
  2. Stochastic Encodings for Active Feature Acquisition cs.LG · 2025 · author #3
  3. Assessing the Chemical Intelligence of Large Language Models cs.LG · 2025 · author #3
  4. Automated Ensemble Multimodal Machine Learning for Healthcare cs.LG · 2024 · author #1
  5. You can't handle the (dirty) truth: Data-centric insights improve pseudo-labeling cs.LG · 2024 · author #3
  6. Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI cs.LG · 2024 · author #2
  7. A Neural Framework for Generalized Causal Sensitivity Analysis cs.LG · 2023 · author #2
  8. Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data cs.LG · 2023 · author #3
  9. Redefining Digital Health Interfaces with Large Language Models cs.CL · 2023 · author #1
  10. Machine Learning with Requirements: a Manifesto cs.LG · 2023 · author #2
  11. TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization cs.LG · 2023 · author #4
  12. SurvivalGAN: Generating Time-to-Event Data for Survival Analysis cs.LG · 2023 · author #3
  13. Improving Adaptive Conformal Prediction Using Self-Supervised Learning cs.LG · 2023 · author #3
  14. DC-Check: A Data-Centric AI checklist to guide the development of reliable machine learning systems cs.LG · 2022 · author #2
  15. Composite Feature Selection using Deep Ensembles cs.LG · 2022 · author #1
  16. AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning cs.LG · 2022 · author #1
  17. Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations cs.LG · 2022 · author #2
  18. Differentiable and Transportable Structure Learning cs.LG · 2022 · author #3
  19. To Impute or not to Impute? Missing Data in Treatment Effect Estimation stat.ML · 2022 · author #2
  20. Explaining Latent Representations with a Corpus of Examples cs.LG · 2021 · author #3

Mentions

  • 2508.01957 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2505.07735 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2407.18227 #1 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2406.13733 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2311.16026 #2 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2403.04551 #2 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2211.05764 #2 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2310.03560 #1 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2210.12090 #1 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2304.03674 #2 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2310.16524 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2206.06354 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2303.05506 #4 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2302.12749 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2202.02096 #2 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2302.12238 #3 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2211.00631 #1 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2206.08311 #2 · arxiv_oai · confidence 0.70 Fergus Imrie
  • 2110.15355 #3 · arxiv_oai · confidence 0.70 Fergus Imrie

Frequent Coauthors