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Michael C. Hughes

Identifiers

  • name variant Michael C. Hughes 0.60 · backfill

Papers (12)

  1. Normal Guidance is what Attention Needs cs.LG · 2026 · author #3
  2. A Multi-Dataset Benchmark of Multiple Instance Learning for 3D Neuroimage Classification cs.LG · 2026 · author #6
  3. Occam's Razor is Only as Sharp as Your ELBO stat.ML · 2026 · author #2
  4. Locating acts of mechanistic reasoning in student team conversations with mechanistic machine learning physics.ed-ph · 2026 · author #4
  5. Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation cs.LG · 2018 · author #5
  6. Prediction-Constrained Topic Models for Antidepressant Recommendation cs.LG · 2017 · author #1
  7. Beyond Sparsity: Tree Regularization of Deep Models for Interpretability stat.ML · 2017 · author #2
  8. Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models stat.ML · 2017 · author #1
  9. Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations cs.LG · 2017 · author #2
  10. Supervised topic models for clinical interpretability stat.ML · 2016 · author #1
  11. Fast Learning of Clusters and Topics via Sparse Posteriors stat.ML · 2016 · author #1
  12. Joint modeling of multiple time series via the beta process with application to motion capture segmentation stat.ME · 2013 · author #2

Mentions

  • 1308.4747 #2 · backfill · confidence 0.70 Michael C. Hughes
  • 2605.27306 #3 · arxiv_oai · confidence 0.70 Michael C. Hughes

Frequent Coauthors