Pith. sign in
Pith Number

pith:YRLZ3OC4

pith:2020:YRLZ3OC4SQ66LWLG6QLUHZLJ4X
not attested not anchored not stored refs pending

Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation

Florence Regol, Mark Coates, Soumyasundar Pal, Yingxue Zhang

arxiv:2007.05003 v1 · 2020-07-09 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YRLZ3OC4SQ66LWLG6QLUHZLJ4X}

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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 2026-07-05T01:17:42.491822Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c4579db85c943de5d966f41743e569e5fcab8e5d2037892416ab21faea482574

Aliases

arxiv: 2007.05003 · arxiv_version: 2007.05003v1 · doi: 10.48550/arxiv.2007.05003 · pith_short_12: YRLZ3OC4SQ66 · pith_short_16: YRLZ3OC4SQ66LWLG · pith_short_8: YRLZ3OC4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YRLZ3OC4SQ66LWLG6QLUHZLJ4X \
  | 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: c4579db85c943de5d966f41743e569e5fcab8e5d2037892416ab21faea482574
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "495480c9412777bd9fe4f3b0222501fbe658547be376c95daabbcfc2eb4dbd2b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-09T18:00:53Z",
    "title_canon_sha256": "828f56896b81c19cf1a2ceaaea2114e3e81e35ea39e3ef70fd8ba439405ffd84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.05003",
    "kind": "arxiv",
    "version": 1
  }
}