Pith Number

pith:ZNKOO6B6

pith:2019:ZNKOO6B63AVSO7CVYXUDTWS5JI

not attested not anchored not stored refs pending

Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report)

Ce Zhang, Gustavo Alonso, Hantian Zhang, Kaan Kara, Onur Mutlu, Zeke Wang

arxiv:1903.03404 v2 · 2019-03-08 · cs.DS · 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{ZNKOO6B63AVSO7CVYXUDTWS5JI}

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	2026-05-17T23:49:59.203141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb54e7783ed82b277c55c5e839da5d4a3523d3fe2117278a5029fcb85b992310

Aliases

arxiv: 1903.03404 · arxiv_version: 1903.03404v2 · doi: 10.48550/arxiv.1903.03404 · pith_short_12: ZNKOO6B63AVS · pith_short_16: ZNKOO6B63AVSO7CV · pith_short_8: ZNKOO6B6

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/ZNKOO6B63AVSO7CVYXUDTWS5JI \
  | 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: cb54e7783ed82b277c55c5e839da5d4a3523d3fe2117278a5029fcb85b992310

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dcf7b8c4eae72ce18c716d6a61409809aaccf45037270b53748197e6dab07f7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2019-03-08T13:03:11Z",
    "title_canon_sha256": "110bb1a2f754c157da39288886025744db466b7f3fa5dec4424beb6f3aeef5af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03404",
    "kind": "arxiv",
    "version": 2
  }
}