Pith Number

pith:5U4QMD7C

pith:2026:5U4QMD7CCHWQTKLLM4DQCWI37I

not attested not anchored not stored refs pending

Environment-Robust Representation Learning with Empirical Bayes

Bohan Wu, David M. Blei, Matthew Shen, Yuli Slavutsky

arxiv:2606.05365 v1 · 2026-06-03 · stat.ML · 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{5U4QMD7CCHWQTKLLM4DQCWI37I}

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	2026-06-05T00:13:55.473988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed39060fe211ed09a96b670701591bfa3339092a52ab8d4e23efa9f610db3241

Aliases

arxiv: 2606.05365 · arxiv_version: 2606.05365v1 · doi: 10.48550/arxiv.2606.05365 · pith_short_12: 5U4QMD7CCHWQ · pith_short_16: 5U4QMD7CCHWQTKLL · pith_short_8: 5U4QMD7C

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/5U4QMD7CCHWQTKLLM4DQCWI37I \
  | 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: ed39060fe211ed09a96b670701591bfa3339092a52ab8d4e23efa9f610db3241

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32ed8a00802ed2f2bab37eca66bdf7a165d5089938b734f0f7d9669268622c3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-03T19:12:46Z",
    "title_canon_sha256": "cd3c0bab2012e0e27924806aeba5725bb5dff9039c4b1769e4fc18be935886d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05365",
    "kind": "arxiv",
    "version": 1
  }
}