Pith Number

pith:TFZYTEEE

pith:2021:TFZYTEEEKPUNPN7NIR34A4G3PU

not attested not anchored not stored refs pending

Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks

Ga\"el Richard, Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Umut \c{S}im\c{s}ekli

arxiv:2106.03795 v1 · 2021-06-07 · 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{TFZYTEEEKPUNPN7NIR34A4G3PU}

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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

1 paper in Pith

Perspectives on Tsallis Statistics for Artificial Intelligence

Receipt and verification

First computed	2026-07-05T02:46:55.550371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

997389908453e8d7b7ed4477c070db7d28e15c5555659cd790409bf8d8ea635a

Aliases

arxiv: 2106.03795 · arxiv_version: 2106.03795v1 · doi: 10.48550/arxiv.2106.03795 · pith_short_12: TFZYTEEEKPUN · pith_short_16: TFZYTEEEKPUNPN7N · pith_short_8: TFZYTEEE

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/TFZYTEEEKPUNPN7NIR34A4G3PU \
  | 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: 997389908453e8d7b7ed4477c070db7d28e15c5555659cd790409bf8d8ea635a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "654244659418065884afcfe2a212698f356948db86326f7a1b7e7592612ec640",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-07T17:02:59Z",
    "title_canon_sha256": "a949a817f45f991f0523d596b99754f71cee49516096a0ac499cbd348a6d2091"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.03795",
    "kind": "arxiv",
    "version": 1
  }
}