Pith Number

pith:X66MKLF2

pith:2021:X66MKLF2LUIZ3NIEUBWCKSIG5N

not attested not anchored not stored refs pending

Vanishing Curvature and the Power of Adaptive Methods in Randomly Initialized Deep Networks

Antonio Orvieto, Aurelien Lucchi, Dario Pavllo, Jonas Kohler, Thomas Hofmann

arxiv:2106.03763 v1 · 2021-06-07 · 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{X66MKLF2LUIZ3NIEUBWCKSIG5N}

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	2026-07-05T02:46:52.993658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfbcc52cba5d119db504a06c254906eb57f479ce2d6c29479c190176e2065b06

Aliases

arxiv: 2106.03763 · arxiv_version: 2106.03763v1 · doi: 10.48550/arxiv.2106.03763 · pith_short_12: X66MKLF2LUIZ · pith_short_16: X66MKLF2LUIZ3NIE · pith_short_8: X66MKLF2

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/X66MKLF2LUIZ3NIEUBWCKSIG5N \
  | 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: bfbcc52cba5d119db504a06c254906eb57f479ce2d6c29479c190176e2065b06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43307a9e050364a1c52f15d625f322680b434f68dee8c33083f3e929ab699ffa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-07T16:29:59Z",
    "title_canon_sha256": "fae18a28b8d319fb4ac1c837a96b46202af2061b5eb828adc5a9c6bb69fdf2d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.03763",
    "kind": "arxiv",
    "version": 1
  }
}