Pith Number

pith:JNIBJYSZ

pith:2016:JNIBJYSZYV53KP4VJ7JEWJ6NSU

not attested not anchored not stored refs pending

Optimization for Large-Scale Machine Learning with Distributed Features and Observations

Alexandros Nathan, Diego Klabjan

arxiv:1610.10060 v2 · 2016-10-31 · stat.ML · 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{JNIBJYSZYV53KP4VJ7JEWJ6NSU}

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	2026-05-18T00:46:20.606199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b5014e259c57bb53f954fd24b27cd9533ee4fddf1154bea590dbfc393d88b5e

Aliases

arxiv: 1610.10060 · arxiv_version: 1610.10060v2 · doi: 10.48550/arxiv.1610.10060 · pith_short_12: JNIBJYSZYV53 · pith_short_16: JNIBJYSZYV53KP4V · pith_short_8: JNIBJYSZ

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/JNIBJYSZYV53KP4VJ7JEWJ6NSU \
  | 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: 4b5014e259c57bb53f954fd24b27cd9533ee4fddf1154bea590dbfc393d88b5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6a1e631095c7c6b465f33d0c13c994b0d262b7a9762715730a729153d98cb72",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-10-31T18:43:21Z",
    "title_canon_sha256": "3cb36538b5dab947c5d86e62b000dd4453557b5fb2f1eb94ce99255f24ae1e56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.10060",
    "kind": "arxiv",
    "version": 2
  }
}