Pith Number

pith:6MLO3UEY

pith:2016:6MLO3UEYGFKKKJBT33CLTI5P7T

not attested not anchored not stored refs pending

Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification

Franck Dernoncourt, Ji Young Lee

arxiv:1609.08703 v1 · 2016-09-27 · cs.CL · cs.NE · 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{6MLO3UEYGFKKKJBT33CLTI5P7T}

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	2026-05-18T01:03:42.161347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f316edd0983154a52433dec4b9a3affccd41f4bd71f6fbd1fc3f56c1061c2f06

Aliases

arxiv: 1609.08703 · arxiv_version: 1609.08703v1 · doi: 10.48550/arxiv.1609.08703 · pith_short_12: 6MLO3UEYGFKK · pith_short_16: 6MLO3UEYGFKKKJBT · pith_short_8: 6MLO3UEY

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/6MLO3UEYGFKKKJBT33CLTI5P7T \
  | 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: f316edd0983154a52433dec4b9a3affccd41f4bd71f6fbd1fc3f56c1061c2f06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6448d359670befde69f0a1728de90f332657b738f8b41e200fed7fdeadf8bda",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-09-27T23:10:42Z",
    "title_canon_sha256": "5e498f59a603a398824ef1e838d0739eae80300aa89b504878047c1d87ceae6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.08703",
    "kind": "arxiv",
    "version": 1
  }
}