Pith Number

pith:ILEEA6I7

pith:2012:ILEEA6I7F5LMQQ7CK556SWUWDW

not attested not anchored not stored refs pending

Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions

Alexandra Carpentier, R\'emi Munos

arxiv:1210.5345 v1 · 2012-10-19 · 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{ILEEA6I7F5LMQQ7CK556SWUWDW}

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

DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards

Receipt and verification

First computed	2026-05-18T03:42:45.478738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42c840791f2f56c843e2577be95a961d98dcb585a0c51773c1f7bda24300133b

Aliases

arxiv: 1210.5345 · arxiv_version: 1210.5345v1 · doi: 10.48550/arxiv.1210.5345 · pith_short_12: ILEEA6I7F5LM · pith_short_16: ILEEA6I7F5LMQQ7C · pith_short_8: ILEEA6I7

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/ILEEA6I7F5LMQQ7CK556SWUWDW \
  | 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: 42c840791f2f56c843e2577be95a961d98dcb585a0c51773c1f7bda24300133b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e08bb13bcf36e8bd55270072307e8eda3abf13622f6cb032e1aff3bc964b705b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-10-19T09:03:24Z",
    "title_canon_sha256": "2a18106a8a539a3d61f1f3d1fc795e4e3f3a389575291f3c43c7435e9210ff82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1210.5345",
    "kind": "arxiv",
    "version": 1
  }
}