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Samuel S. Schoenholz

Identifiers

  • name variant Samuel S. Schoenholz 0.60 · backfill

Papers (26)

  1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models cs.CL · 2022 · author #354
  2. A Mean Field Theory of Batch Normalization cs.NE · 2019 · author #5
  3. Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs cs.LG · 2019 · author #5
  4. Peptide-Spectra Matching from Weak Supervision q-bio.QM · 2018 · author #1
  5. Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks stat.ML · 2018 · author #3
  6. Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks stat.ML · 2018 · author #4
  7. Machine learning determination of atomic dynamics at grain boundaries cond-mat.mtrl-sci · 2018 · author #4
  8. The Emergence of Spectral Universality in Deep Networks stat.ML · 2018 · author #2
  9. Adversarial Spheres cs.CV · 2018 · author #4
  10. Mean Field Residual Networks: On the Edge of Chaos cs.NE · 2017 · author #2
  11. Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice cs.LG · 2017 · author #2
  12. Intriguing Properties of Adversarial Examples stat.ML · 2017 · author #3
  13. Deep Neural Networks as Gaussian Processes stat.ML · 2017 · author #4
  14. A Correspondence Between Random Neural Networks and Statistical Field Theory stat.ML · 2017 · author #1
  15. Combining Machine Learning and Physics to Understand Glassy Systems stat.ML · 2017 · author #1
  16. Neural Message Passing for Quantum Chemistry cs.LG · 2017 · author #2
  17. Deep Information Propagation stat.ML · 2016 · author #1
  18. Disconnecting structure and dynamics in glassy thin films cond-mat.soft · 2016 · author #2
  19. The Relationship Between Local Structure and Relaxation in Out-of-Equilibrium Glassy Systems cond-mat.soft · 2016 · author #1
  20. Nonlinear Sigma Models with Compact Hyperbolic Target Spaces hep-th · 2015 · author #3
  21. A structural approach to relaxation in glassy liquids cond-mat.soft · 2015 · author #1
  22. Strain fluctuations and elastic moduli in disordered solids cond-mat.soft · 2015 · author #2
  23. Identifying structural flow defects in disordered solids using machine learning methods cond-mat.soft · 2014 · author #2
  24. Understanding plastic deformation in thermal glasses from single-soft-spot dynamics cond-mat.soft · 2014 · author #1
  25. Predicting plasticity with soft vibrational modes: from dislocations to glasses cond-mat.soft · 2014 · author #2
  26. Stability of jammed packings II: the transverse length scale cond-mat.soft · 2013 · author #1

Mentions

  • 1404.1403 #1 · backfill · confidence 0.70 Samuel S. Schoenholz
  • 1403.0922 #2 · backfill · confidence 0.70 Samuel S. Schoenholz
  • 1301.6982 #1 · backfill · confidence 0.70 Samuel S. Schoenholz

Frequent Coauthors