Pith Number

pith:LIDCOJRE

pith:2024:LIDCOJRECB7J2NZLDZJZWDOVMZ

not attested not anchored not stored refs pending

SGD with memory: fundamental properties and stochastic acceleration

Dmitry Yarotsky, Maksim Velikanov

arxiv:2410.04228 v2 · 2024-10-05 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIDCOJRECB7J2NZLDZJZWDOVMZ}

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	2026-07-05T10:27:16.626697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a06272624107e9d372b1e539b0dd5666b0532315da0f9dadb597ceb3f94cfaf

Aliases

arxiv: 2410.04228 · arxiv_version: 2410.04228v2 · doi: 10.48550/arxiv.2410.04228 · pith_short_12: LIDCOJRECB7J · pith_short_16: LIDCOJRECB7J2NZL · pith_short_8: LIDCOJRE

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/LIDCOJRECB7J2NZLDZJZWDOVMZ \
  | 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: 5a06272624107e9d372b1e539b0dd5666b0532315da0f9dadb597ceb3f94cfaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e129e2104e6fdb62c6d04cb9ce9cd49e8446b4cfde96f8b9350c98bbc8956b19",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-05T16:57:40Z",
    "title_canon_sha256": "fc7aa6e622e6119fd2788c6c01c37a078b1deeeab1d2aeb5229357ca69c2831d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04228",
    "kind": "arxiv",
    "version": 2
  }
}