Pith Number

pith:IT4FIH4M

pith:2018:IT4FIH4M4X2NRQTBRC57SLVUJR

not attested not anchored not stored refs pending

Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families

Hyunwoo J. Kim, Ronak Mehta, Seong Jae Hwang, Vikas Singh

arxiv:1804.07351 v2 · 2018-04-19 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IT4FIH4M4X2NRQTBRC57SLVUJR}

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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	2026-05-18T00:06:40.115435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44f8541f8ce5f4d8c26188bbf92eb44c57b41a4a7d6c8d4abaabb9df5e4aeddf

Aliases

arxiv: 1804.07351 · arxiv_version: 1804.07351v2 · doi: 10.48550/arxiv.1804.07351 · pith_short_12: IT4FIH4M4X2N · pith_short_16: IT4FIH4M4X2NRQTB · pith_short_8: IT4FIH4M

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/IT4FIH4M4X2NRQTBRC57SLVUJR \
  | 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: 44f8541f8ce5f4d8c26188bbf92eb44c57b41a4a7d6c8d4abaabb9df5e4aeddf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ee622c4e36131d41c12d1263d442db7d6605266e5abb7301a2cc21becd97b54",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-19T19:40:47Z",
    "title_canon_sha256": "826b7bbadc7077423b6d92e402f7014c2ccabb7b5bf92bf8c232570278d113cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.07351",
    "kind": "arxiv",
    "version": 2
  }
}