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Chris Mingard

Identifiers

  • name variant Chris Mingard 0.60 · backfill

Papers (9)

  1. Feature learning is decoupled from generalization in high capacity neural networks cs.LG · 2025 · author #4
  2. Characterising the Inductive Biases of Neural Networks on Boolean Data cs.LG · 2025 · author #1
  3. Exploiting the equivalence between quantum neural networks and perceptrons quant-ph · 2024 · author #1
  4. An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem cs.LG · 2024 · author #4
  5. Deep neural networks have an inbuilt Occam's razor cs.LG · 2023 · author #1
  6. Automatic Gradient Descent: Deep Learning without Hyperparameters cs.LG · 2023 · author #2
  7. Feature Learning and Signal Propagation in Deep Neural Networks stat.ML · 2021 · author #2
  8. Is SGD a Bayesian sampler? Well, almost cs.LG · 2020 · author #1
  9. Neural networks are a priori biased towards Boolean functions with low entropy cs.LG · 2019 · author #1

Mentions

  • 2507.19680 #4 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2304.06670 #1 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2505.24060 #1 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2404.17563 #4 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2407.04371 #1 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2304.05187 #2 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2110.11749 #2 · arxiv_oai · confidence 0.70 Chris Mingard
  • 1909.11522 #1 · arxiv_oai · confidence 0.70 Chris Mingard
  • 2006.15191 #1 · arxiv_oai · confidence 0.70 Chris Mingard

Frequent Coauthors