Pith Number

pith:MTPCHG33

pith:2022:MTPCHG33LSXM4FR3DOQVAZ7CVF

not attested not anchored not stored refs pending

Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction

Brahma S. Pavse, Josiah P. Hanna

arxiv:2212.07486 v1 · 2022-12-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MTPCHG33LSXM4FR3DOQVAZ7CVF}

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.

Cited by

1 paper in Pith

Concept-driven Off Policy Evaluation

Receipt and verification

First computed	2026-07-05T05:25:33.495974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64de239b7b5caece163b1ba15067e2a95bae02539ef3323e5ab906740dc89df0

Aliases

arxiv: 2212.07486 · arxiv_version: 2212.07486v1 · doi: 10.48550/arxiv.2212.07486 · pith_short_12: MTPCHG33LSXM · pith_short_16: MTPCHG33LSXM4FR3 · pith_short_8: MTPCHG33

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/MTPCHG33LSXM4FR3DOQVAZ7CVF \
  | 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: 64de239b7b5caece163b1ba15067e2a95bae02539ef3323e5ab906740dc89df0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4bdec4ec4304e0cf9cb357222b05c2487b14855b8b3a3c42f831c884b13f0be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-14T20:07:33Z",
    "title_canon_sha256": "366e92a09711480009398387508bfdc782d938af8c05e7548179b3b4c9734bca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.07486",
    "kind": "arxiv",
    "version": 1
  }
}