Pith Number

pith:7GU62A5O

pith:2018:7GU62A5OJVHBZWLXQJW337PUSF

not attested not anchored not stored refs pending

Discretizing Logged Interaction Data Biases Learning for Decision-Making

Peter Schulam, Suchi Saria

arxiv:1810.03025 v1 · 2018-10-06 · stat.ML · cs.AI · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7GU62A5OJVHBZWLXQJW337PUSF}

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

The hidden risks of temporal resampling in clinical reinforcement learning

Receipt and verification

First computed	2026-05-18T00:03:54.779738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9a9ed03ae4d4e1cd977826dbdfdf4916f459ac890ee6161458500c9a71a239d

Aliases

arxiv: 1810.03025 · arxiv_version: 1810.03025v1 · doi: 10.48550/arxiv.1810.03025 · pith_short_12: 7GU62A5OJVHB · pith_short_16: 7GU62A5OJVHBZWLX · pith_short_8: 7GU62A5O

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/7GU62A5OJVHBZWLXQJW337PUSF \
  | 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: f9a9ed03ae4d4e1cd977826dbdfdf4916f459ac890ee6161458500c9a71a239d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e413e1922a03c185a2fbcb716bf2c3c86d63a37afa2a0d4a510ac7fd03311000",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-10-06T17:08:47Z",
    "title_canon_sha256": "e532e8501be041703efc3240f57760db17d991c8baf7320c0d0e7f98a163e6f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.03025",
    "kind": "arxiv",
    "version": 1
  }
}