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Zachary C. Lipton

Identifiers

  • name variant Zachary C. Lipton 0.60 · backfill

Papers (37)

  1. No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference stat.ML · 2025 · author #3
  2. TOFU: A Task of Fictitious Unlearning for LLMs cs.LG · 2024 · author #4
  3. Estimating brain age based on a healthy population with deep learning and structural MRI cs.CV · 2019 · author #2
  4. Efficient candidate screening under multiple tests and implications for fairness cs.LG · 2019 · author #2
  5. Embryo staging with weakly-supervised region selection and dynamically-decoded predictions cs.CV · 2019 · author #6
  6. Learning Robust Representations by Projecting Superficial Statistics Out cs.CV · 2019 · author #3
  7. What is the Effect of Importance Weighting in Deep Learning? cs.LG · 2018 · author #2
  8. Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study cs.CL · 2018 · author #2
  9. How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks cs.CL · 2018 · author #2
  10. Learning Noise-Invariant Representations for Robust Speech Recognition eess.AS · 2018 · author #3
  11. Troubling Trends in Machine Learning Scholarship stat.ML · 2018 · author #1
  12. Correction by Projection: Denoising Images with Generative Adversarial Networks cs.CV · 2018 · author #2
  13. Stochastic Activation Pruning for Robust Adversarial Defense cs.LG · 2018 · author #3
  14. Active Learning with Partial Feedback cs.LG · 2018 · author #2
  15. Detecting and Correcting for Label Shift with Black Box Predictors cs.LG · 2018 · author #1
  16. Learning From Noisy Singly-labeled Data cs.LG · 2017 · author #2
  17. The Doctor Just Won't Accept That! stat.ML · 2017 · author #1
  18. Does mitigating ML's impact disparity require treatment disparity? stat.ML · 2017 · author #1
  19. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals stat.ML · 2017 · author #2
  20. Deep Active Learning for Named Entity Recognition cs.CL · 2017 · author #3
  21. Tensor Contraction Layers for Parsimonious Deep Nets cs.LG · 2017 · author #3
  22. Semantically Decomposing the Latent Spaces of Generative Adversarial Networks cs.LG · 2017 · author #2
  23. Dance Dance Convolution cs.LG · 2017 · author #2
  24. Precise Recovery of Latent Vectors from Generative Adversarial Networks cs.LG · 2017 · author #1
  25. A User Simulator for Task-Completion Dialogues cs.LG · 2016 · author #2
  26. Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear cs.LG · 2016 · author #1
  27. BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems cs.LG · 2016 · author #1
  28. Context Matters: Refining Object Detection in Video with Recurrent Neural Networks cs.CV · 2016 · author #2
  29. Modeling Missing Data in Clinical Time Series with RNNs cs.LG · 2016 · author #1
  30. The Mythos of Model Interpretability cs.LG · 2016 · author #1
  31. Stuck in a What? Adventures in Weight Space cs.LG · 2016 · author #1
  32. Generative Concatenative Nets Jointly Learn to Write and Classify Reviews cs.CL · 2015 · author #1
  33. Learning to Diagnose with LSTM Recurrent Neural Networks cs.LG · 2015 · author #1
  34. Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks cs.LG · 2015 · author #1
  35. A Critical Review of Recurrent Neural Networks for Sequence Learning cs.LG · 2015 · author #1
  36. Efficient Elastic Net Regularization for Sparse Linear Models cs.LG · 2015 · author #1
  37. Differential Privacy and Machine Learning: a Survey and Review cs.LG · 2014 · author #2

Mentions

  • 2505.20178 #3 · arxiv_oai · confidence 0.70 Zachary C. Lipton
  • 1511.03683 #1 · backfill · confidence 0.70 Zachary C. Lipton
  • 1511.03677 #1 · backfill · confidence 0.70 Zachary C. Lipton
  • 1510.07641 #1 · backfill · confidence 0.70 Zachary C. Lipton
  • 1506.00019 #1 · backfill · confidence 0.70 Zachary C. Lipton
  • 1505.06449 #1 · backfill · confidence 0.70 Zachary C. Lipton
  • 1412.7584 #2 · backfill · confidence 0.70 Zachary C. Lipton
  • 2401.06121 #4 · arxiv_oai · confidence 0.70 Zachary C. Lipton

Frequent Coauthors