Pith Number

pith:T37RQC6S

pith:2016:T37RQC6SLHDWONWXEW7XSUYLHA

not attested not anchored not stored refs pending

Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training

Ilija Ilievski, Jiashi Feng

arxiv:1608.00218 v1 · 2016-07-31 · cs.LG · cs.CV · 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{T37RQC6SLHDWONWXEW7XSUYLHA}

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	2026-05-18T01:10:12.181600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9eff180bd259c76736d725bf79530b38319208ed10d101cadfcbb8ff0d20513f

Aliases

arxiv: 1608.00218 · arxiv_version: 1608.00218v1 · doi: 10.48550/arxiv.1608.00218 · pith_short_12: T37RQC6SLHDW · pith_short_16: T37RQC6SLHDWONWX · pith_short_8: T37RQC6S

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/T37RQC6SLHDWONWXEW7XSUYLHA \
  | 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: 9eff180bd259c76736d725bf79530b38319208ed10d101cadfcbb8ff0d20513f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c57e0e265ff3abd5e6431df38c50797cc985fe285441fe656f343f440950eb6c",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-07-31T14:09:17Z",
    "title_canon_sha256": "e6f43fa24d807f306b13799f49ccde0647e077e7c97a23b3e438bb3ef075def9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1608.00218",
    "kind": "arxiv",
    "version": 1
  }
}