Pith Number

pith:ZYSVPC5F

pith:2020:ZYSVPC5FGKKCUTM6Q257PF36CD

not attested not anchored not stored refs pending

Predicting Neural Network Accuracy from Weights

Daniel Keysers, Ilya Tolstikhin, Olivier Bousquet, Sylvain Gelly, Thomas Unterthiner

arxiv:2002.11448 v4 · 2020-02-26 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZYSVPC5FGKKCUTM6Q257PF36CD}

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

6 papers in Pith

Towards Learning Representations of Policies in Two-Player Zero-Sum Imperfect-Information Games

Dynamic Neural Graph Encoding of Inference Processes in Deep Weight Space

Beyond Structural Symmetries: Linear Mode Connectivity via Neuron Identifiability

What Linear Probes Miss: Multi-View Probing for Weight-Space Learning

Evaluation without Generation: Non-Generative Assessment of Harmful Model Specialization with Applications to CSAM

Receipt and verification

First computed	2026-07-05T02:30:27.747051Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce25578ba532942a4d9e86bbf7977e10f8700e76f339539189e33cdcb86d0479

Aliases

arxiv: 2002.11448 · arxiv_version: 2002.11448v4 · doi: 10.48550/arxiv.2002.11448 · pith_short_12: ZYSVPC5FGKKC · pith_short_16: ZYSVPC5FGKKCUTM6 · pith_short_8: ZYSVPC5F

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/ZYSVPC5FGKKCUTM6Q257PF36CD \
  | 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: ce25578ba532942a4d9e86bbf7977e10f8700e76f339539189e33cdcb86d0479

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29a1eb1dc2276c070305855fd42d45d7e7b62806a8ba5514af6b6e2739e71ab4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-02-26T13:06:14Z",
    "title_canon_sha256": "cd08ce88b68f0811272fd5311c59cad79af8361cb64053689d953e4a0ff31a99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.11448",
    "kind": "arxiv",
    "version": 4
  }
}