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Pith Number

pith:5HJOFPUW

pith:2014:5HJOFPUW5FULDV6OGXSNGI26LU
not attested not anchored not stored refs pending

Minimal Realization Problems for Hidden Markov Models

Munther Dahleh, Qingqing Huang, Rong Ge, Sham Kakade

arxiv:1411.3698 v2 · 2014-11-13 · cs.LG

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Receipt and verification
First computed2026-05-18T01:24:30.514987Z
Builderpith-number-builder-2026-05-17-v1
SignaturePith Ed25519 (pith-v1-2026-05) · public key
Schemapith-number/v1.0

Canonical hash

e9d2e2be96e968b1d7ce35e4d3235e5d19909303c9f4bf4cca8687d32ed94703

Aliases

arxiv: 1411.3698 · arxiv_version: 1411.3698v2 · doi: 10.48550/arxiv.1411.3698
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5HJOFPUW5FULDV6OGXSNGI26LU \
  | 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: e9d2e2be96e968b1d7ce35e4d3235e5d19909303c9f4bf4cca8687d32ed94703
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3927ccb95ce9e8791e06cff6d9d76d74f702214a0960212b96b136adafbaf3d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-11-13T20:30:06Z",
    "title_canon_sha256": "54548bf291cf96feda8c867aafe9b649ea72cc2f9aa0a37fb8234fc8e1b24773"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1411.3698",
    "kind": "arxiv",
    "version": 2
  }
}