Pith Number

pith:5LWVREPK

pith:2015:5LWVREPKHJP4UNS5M32C2IRBTN

not attested not anchored not stored refs pending

Convergence Rates of Active Learning for Maximum Likelihood Estimation

Kamalika Chaudhuri, Praneeth Netrapalli, Sham Kakade, Sujay Sanghavi

arxiv:1506.02348 v1 · 2015-06-08 · cs.LG · 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{5LWVREPKHJP4UNS5M32C2IRBTN}

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	2026-05-18T01:55:51.438097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eaed5891ea3a5fca365d66f42d22219b6fdbddebce241417bca0c30c3e9bd244

Aliases

arxiv: 1506.02348 · arxiv_version: 1506.02348v1 · doi: 10.48550/arxiv.1506.02348 · pith_short_12: 5LWVREPKHJP4 · pith_short_16: 5LWVREPKHJP4UNS5 · pith_short_8: 5LWVREPK

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/5LWVREPKHJP4UNS5M32C2IRBTN \
  | 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: eaed5891ea3a5fca365d66f42d22219b6fdbddebce241417bca0c30c3e9bd244

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f32190f1e0dc930a29eb944da2829654e759c4be9647e241811373112ab2172b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-06-08T04:05:43Z",
    "title_canon_sha256": "2237728529edf205560c138d8e07af12d66f13d9412957350326a85b27c473af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.02348",
    "kind": "arxiv",
    "version": 1
  }
}