Pith Number

pith:CO4DJ7ET

pith:2019:CO4DJ7ETUA3FYL4EHTKOLS6ARP

not attested not anchored not stored refs pending

DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation

Dimitris Papailiopoulos, Hongyi Wang, Shashank Rajput, Zachary Charles

arxiv:1907.12205 v2 · 2019-07-29 · cs.LG · cs.DC · 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{CO4DJ7ETUA3FYL4EHTKOLS6ARP}

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	2026-07-05T00:46:31.927998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13b834fc93a0365c2f843cd4e5cbc08bf457caca5e22aa4dad71b5d3033387f5

Aliases

arxiv: 1907.12205 · arxiv_version: 1907.12205v2 · doi: 10.48550/arxiv.1907.12205 · pith_short_12: CO4DJ7ETUA3F · pith_short_16: CO4DJ7ETUA3FYL4E · pith_short_8: CO4DJ7ET

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/CO4DJ7ETUA3FYL4EHTKOLS6ARP \
  | 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: 13b834fc93a0365c2f843cd4e5cbc08bf457caca5e22aa4dad71b5d3033387f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "517f6177516fef039978ed64589c2c781d2e4fca6a21eedaaad36839f811288b",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-29T04:02:35Z",
    "title_canon_sha256": "c951b3b0da1ff15b9d9c72c369f769fa41598ca54d6244d0b3643b511f9cffd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.12205",
    "kind": "arxiv",
    "version": 2
  }
}