Pith Number

pith:53LKJRAX

pith:2026:53LKJRAXHNVJW5DRTWQBBCCFPF

not attested not anchored not stored refs pending

DeRegiME: Deep Regime Mixtures for Probabilistic Forecasting under Distribution Shift

Kieran Wood, Stefan Zohren, Stephen J. Roberts

arxiv:2605.19231 v1 · 2026-05-19 · cs.LG · 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{53LKJRAXHNVJW5DRTWQBBCCFPF}

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	2026-05-20T01:05:34.634737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eed6a4c4173b6a9b74719da01088457944260e1f9a5892e7d585265e0721a754

Aliases

arxiv: 2605.19231 · arxiv_version: 2605.19231v1 · doi: 10.48550/arxiv.2605.19231 · pith_short_12: 53LKJRAXHNVJ · pith_short_16: 53LKJRAXHNVJW5DR · pith_short_8: 53LKJRAX

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/53LKJRAXHNVJW5DRTWQBBCCFPF \
  | 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: eed6a4c4173b6a9b74719da01088457944260e1f9a5892e7d585265e0721a754

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0de8a173febf4e8269cf51d8f52f7499cea2f8be516d875709954ae74e6bedd5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-19T01:04:21Z",
    "title_canon_sha256": "011e4d0c56901fb1bdd80ce7875946717caa58683505e6c88e57455c57450564"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19231",
    "kind": "arxiv",
    "version": 1
  }
}