Pith Number

pith:VA6B7TRP

pith:2022:VA6B7TRPKVUUO3BVTEM4PUBDRB

not attested not anchored not stored refs pending

Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning

Bin Yang, Rapha\"el Latty, Yiwen Liao

arxiv:2209.15249 v1 · 2022-09-30 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VA6B7TRPKVUUO3BVTEM4PUBDRB}

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	2026-07-05T05:02:18.021811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a83c1fce2f5569476c359919c7d023887d5f1b53e14678f31319db116d3f424a

Aliases

arxiv: 2209.15249 · arxiv_version: 2209.15249v1 · doi: 10.48550/arxiv.2209.15249 · pith_short_12: VA6B7TRPKVUU · pith_short_16: VA6B7TRPKVUUO3BV · pith_short_8: VA6B7TRP

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/VA6B7TRPKVUUO3BVTEM4PUBDRB \
  | 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: a83c1fce2f5569476c359919c7d023887d5f1b53e14678f31319db116d3f424a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1a6203585e761afb02eaa545481f8569b2603fdccbd8a92f006dcf706fc88f9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-30T06:12:12Z",
    "title_canon_sha256": "bc1fd55d706fd7a8c7d4da8215dcb926763c66d6be845580b628b1a78bd989b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.15249",
    "kind": "arxiv",
    "version": 1
  }
}