Pith Number

pith:LXDJX42E

pith:2017:LXDJX42ESHRIHBPBTYBAMS4JYS

not attested not anchored not stored refs pending

High-dimensional dynamics of generalization error in neural networks

Andrew M. Saxe, Madhu S. Advani

arxiv:1710.03667 v1 · 2017-10-10 · stat.ML · cs.LG · physics.data-an · q-bio.NC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LXDJX42ESHRIHBPBTYBAMS4JYS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

8 papers in Pith

Scaling Laws for Transfer

Scaling Laws and Interpretability of Learning from Repeated Data

The Statistical Cost of Adaptation in Multi-Source Transfer Learning

A Theory of Saddle Escape in Deep Nonlinear Networks

A General Language Assistant as a Laboratory for Alignment

Receipt and verification

First computed	2026-05-18T00:33:11.043659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dc69bf34491e28385e19e02064b89c49518fd5f6c42b8351b75cba088a330a6

Aliases

arxiv: 1710.03667 · arxiv_version: 1710.03667v1 · doi: 10.48550/arxiv.1710.03667 · pith_short_12: LXDJX42ESHRI · pith_short_16: LXDJX42ESHRIHBPB · pith_short_8: LXDJX42E

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LXDJX42ESHRIHBPBTYBAMS4JYS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5dc69bf34491e28385e19e02064b89c49518fd5f6c42b8351b75cba088a330a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03ace6ed005f5e187a07f610c3a6b68274cf99f1afb4d0f754b5f846c63911d8",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.data-an",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-10-10T15:48:12Z",
    "title_canon_sha256": "9132b369ab609f4616f9456a43bcfc470fcd00760914e727dce70b8417d7b6cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.03667",
    "kind": "arxiv",
    "version": 1
  }
}