Pith Number

pith:5EASHK6R

pith:2023:5EASHK6R2T5MAIF3ES27BFRGCZ

not attested not anchored not stored refs pending

On the Trajectories of SGD Without Replacement

Pierfrancesco Beneventano

arxiv:2312.16143 v2 · 2023-12-26 · cs.LG · math.OC · 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{5EASHK6R2T5MAIF3ES27BFRGCZ}

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

3 papers in Pith

Do Deep Networks Forget Initialization? A Forgetting-Time View of Practical Inductive Bias

The Effect of Mini-Batch Noise on the Implicit Bias of Adam

Convergence of difference inclusions via a diameter criterion

Receipt and verification

First computed	2026-07-05T08:10:21.335965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e90123abd1d4fac020bb24b5f09626167922f632d76e005d55b7888829ea7a80

Aliases

arxiv: 2312.16143 · arxiv_version: 2312.16143v2 · doi: 10.48550/arxiv.2312.16143 · pith_short_12: 5EASHK6R2T5M · pith_short_16: 5EASHK6R2T5MAIF3 · pith_short_8: 5EASHK6R

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/5EASHK6R2T5MAIF3ES27BFRGCZ \
  | 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: e90123abd1d4fac020bb24b5f09626167922f632d76e005d55b7888829ea7a80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7a37e0ca38b922be8dfe1fd36adb15a1e06c09770ceebd7171a114c36da46c5",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-26T18:06:48Z",
    "title_canon_sha256": "9b021bc6e9342feaaf64d5f9e48dca776541d88b171c222285de2863ca4a12ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16143",
    "kind": "arxiv",
    "version": 2
  }
}