Pith Number

pith:4VKUYZBJ

pith:2019:4VKUYZBJQRPK3FR5SHA7AJ6HMK

not attested not anchored not stored refs pending

AutoAssist: A Framework to Accelerate Training of Deep Neural Networks

Hsiang-Fu Yu, Inderjit S. Dhillon, Jiong Zhang

arxiv:1905.03381 v1 · 2019-05-08 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4VKUYZBJQRPK3FR5SHA7AJ6HMK}

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.

Receipt and verification

First computed	2026-05-17T23:46:40.167259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5554c6429845ead963d91c1f027c762843a664c15ad3d45804179854abf6c9e

Aliases

arxiv: 1905.03381 · arxiv_version: 1905.03381v1 · doi: 10.48550/arxiv.1905.03381 · pith_short_12: 4VKUYZBJQRPK · pith_short_16: 4VKUYZBJQRPK3FR5 · pith_short_8: 4VKUYZBJ

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/4VKUYZBJQRPK3FR5SHA7AJ6HMK \
  | 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: e5554c6429845ead963d91c1f027c762843a664c15ad3d45804179854abf6c9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb491cf0d465970c6dbf0eae0c13ccf2c5fc7d4231d4b0e8c417e350a444ef05",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-08T22:36:37Z",
    "title_canon_sha256": "067a51a88fb32ead6528eb310ecda909fb70b1d5f8e6677bed9384e9b38ff304"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.03381",
    "kind": "arxiv",
    "version": 1
  }
}