Pith Number

pith:DPB44LKJ

pith:2023:DPB44LKJ7VU36UAKNMAEXW7Y4G

not attested not anchored not stored refs pending

Stochastic Gradient Descent under Markovian Sampling Schemes

Mathieu Even

arxiv:2302.14428 v3 · 2023-02-28 · math.OC · 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{DPB44LKJ7VU36UAKNMAEXW7Y4G}

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

1 paper in Pith

Methods for Solving Variational Inequalities with Markovian Stochasticity

Receipt and verification

First computed	2026-07-05T06:23:59.277715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bc3ce2d49fd69bf500a6b004bdbf8e19c7882f9c399b7fb9cf90bbe8d6ffbcf

Aliases

arxiv: 2302.14428 · arxiv_version: 2302.14428v3 · doi: 10.48550/arxiv.2302.14428 · pith_short_12: DPB44LKJ7VU3 · pith_short_16: DPB44LKJ7VU36UAK · pith_short_8: DPB44LKJ

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/DPB44LKJ7VU36UAKNMAEXW7Y4G \
  | 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: 1bc3ce2d49fd69bf500a6b004bdbf8e19c7882f9c399b7fb9cf90bbe8d6ffbcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b8656b0d925f77828c0a6e75de9ceed14f0a10b5a8cf73e7cb8c71abd81dcc7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-02-28T09:18:00Z",
    "title_canon_sha256": "46e459291961a189c3ae282a0181df2c71c22c2362c6e4757837e91c36fe2441"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.14428",
    "kind": "arxiv",
    "version": 3
  }
}