Pith Number

pith:TCX4FTI3

pith:2020:TCX4FTI34QJSYT75BCH567IK2T

not attested not anchored not stored refs pending

Doubly Robust Off-Policy Learning on Low-Dimensional Manifolds by Deep Neural Networks

Hao Liu, Minshuo Chen, Tuo Zhao, Wenjing Liao

arxiv:2011.01797 v1 · 2020-11-03 · 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{TCX4FTI34QJSYT75BCH567IK2T}

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	2026-07-05T01:48:36.058938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98afc2cd1be4132c4ffd088fdf7d0ad4fe00844d853d0482b35f56a589c03f58

Aliases

arxiv: 2011.01797 · arxiv_version: 2011.01797v1 · doi: 10.48550/arxiv.2011.01797 · pith_short_12: TCX4FTI34QJS · pith_short_16: TCX4FTI34QJSYT75 · pith_short_8: TCX4FTI3

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/TCX4FTI34QJSYT75BCH567IK2T \
  | 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: 98afc2cd1be4132c4ffd088fdf7d0ad4fe00844d853d0482b35f56a589c03f58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f6a39fe80900eb55944f6e41d9e074983f388c8b0044f69f3d9ddd4fab5f757",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-03T15:44:42Z",
    "title_canon_sha256": "61e51fa1f8599c325dabdeec3b6d531c410e082d50a2dd7913357b9526a09279"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.01797",
    "kind": "arxiv",
    "version": 1
  }
}