Pith Number

pith:SK77S2ID

pith:2023:SK77S2IDNHMPIKE6SQQ6MKHK7P

not attested not anchored not stored refs pending

Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences

Eduard Gorbunov, Grigory Malinovsky, Peter Richt\'arik, Samuel Horv\'ath

arxiv:2311.14127 v2 · 2023-11-23 · cs.LG · cs.AI · cs.DC · 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{SK77S2IDNHMPIKE6SQQ6MKHK7P}

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

Incentivizing Permissionless Distributed Learning of LLMs

Receipt and verification

First computed	2026-07-05T08:28:35.442198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92bff9690369d8f4289e9421e628eafbcfaac9bb5b3b8446dcab83541bbf1528

Aliases

arxiv: 2311.14127 · arxiv_version: 2311.14127v2 · doi: 10.48550/arxiv.2311.14127 · pith_short_12: SK77S2IDNHMP · pith_short_16: SK77S2IDNHMPIKE6 · pith_short_8: SK77S2ID

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/SK77S2IDNHMPIKE6SQQ6MKHK7P \
  | 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: 92bff9690369d8f4289e9421e628eafbcfaac9bb5b3b8446dcab83541bbf1528

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91e2ee046eb5a58c268d1813c3e1ca479c2bc8fc95863aa3ee8f07bcf2689ae5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-23T17:50:30Z",
    "title_canon_sha256": "b27754e8dfb6cee86e0894bf0a0dd5e59324e702042351d1f9ebaa82beffadc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14127",
    "kind": "arxiv",
    "version": 2
  }
}