Pith Number

pith:PTETPESR

pith:2015:PTETPESRIIV7KVABGDAP4BSH2D

not attested not anchored not stored refs pending

Data Driven Resource Allocation for Distributed Learning

Alex Smola, Colin White, Maria Florina Balcan, Mu Li, Travis Dick, Venkata Krishna Pillutla

arxiv:1512.04848 v2 · 2015-12-15 · cs.LG · cs.DS · 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{PTETPESRIIV7KVABGDAP4BSH2D}

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	2026-05-18T00:54:58.175655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cc9379251422bf5540130c0fe0647d0cee6e8a84e932f3b8345b29874febdc4

Aliases

arxiv: 1512.04848 · arxiv_version: 1512.04848v2 · doi: 10.48550/arxiv.1512.04848 · pith_short_12: PTETPESRIIV7 · pith_short_16: PTETPESRIIV7KVAB · pith_short_8: PTETPESR

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/PTETPESRIIV7KVABGDAP4BSH2D \
  | 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: 7cc9379251422bf5540130c0fe0647d0cee6e8a84e932f3b8345b29874febdc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c852a97ef482c3727f2724d6e6544b3d34b841fbc8e52fbf5309023cf914a6ee",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-12-15T16:41:42Z",
    "title_canon_sha256": "ff538361f1c2283222f160b2d9f28020fc69f8866eba0f06d57175af3e6bc83a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.04848",
    "kind": "arxiv",
    "version": 2
  }
}