Pith Number

pith:UWHQ6MGH

pith:2017:UWHQ6MGHYYUW36Y2HSEXDXBE6L

not attested not anchored not stored refs pending

Population Based Training of Neural Networks

Ali Razavi, Chrisantha Fernando, Iain Dunning, Jeff Donahue, Karen Simonyan, Koray Kavukcuoglu, Max Jaderberg, Oriol Vinyals, Simon Osindero, Tim Green, Valentin Dalibard, Wojciech M. Czarnecki

arxiv:1711.09846 v2 · 2017-11-27 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UWHQ6MGHYYUW36Y2HSEXDXBE6L}

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

22 papers in Pith

On the notion of number in humans and machines

Growing Action Spaces

Attentive Multi-Task Deep Reinforcement Learning

Acoustic Model Optimization Based On Evolutionary Stochastic Gradient Descent with Anchors for Automatic Speech Recognition

Automated Machine Learning in Practice: State of the Art and Recent Results

Receipt and verification

First computed	2026-05-18T00:29:23.911416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a58f0f30c7c6296dfb1a3c8971dc24f2d4ee07dce3fede472bbd332e2de68a70

Aliases

arxiv: 1711.09846 · arxiv_version: 1711.09846v2 · doi: 10.48550/arxiv.1711.09846 · pith_short_12: UWHQ6MGHYYUW · pith_short_16: UWHQ6MGHYYUW36Y2 · pith_short_8: UWHQ6MGH

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/UWHQ6MGHYYUW36Y2HSEXDXBE6L \
  | 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: a58f0f30c7c6296dfb1a3c8971dc24f2d4ee07dce3fede472bbd332e2de68a70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4e11b54b85e94c8c0742aa98f91c07e72e321da630acaec0d7683ae0f67b651",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-27T17:33:27Z",
    "title_canon_sha256": "cc024fb9ba93d2317a58dff4c462349f56756854d43a0d422cfe4465eaa91cd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.09846",
    "kind": "arxiv",
    "version": 2
  }
}