Pith Number

pith:SM7TGQFR

pith:2016:SM7TGQFRHIGDXZPWZ4KPZHBCBR

not attested not anchored not stored refs pending

Bandit algorithms to emulate human decision making using probabilistic distortions

Aditya Gopalan, Krishna Jagannathan, Michael Fu, Prashanth L.A., Ravi Kumar Kolla, Steve Marcus

arxiv:1611.10283 v3 · 2016-11-30 · 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{SM7TGQFRHIGDXZPWZ4KPZHBCBR}

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

Matching Markets meet Cumulative Prospect Theory: Towards Optimal and Adversarially Robust Learning

Receipt and verification

First computed	2026-07-05T07:07:00.588233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

933f3340b13a0c3be5f6cf14fc9c220c512ad0ac0ccacff3e4f1ef8048b1d98e

Aliases

arxiv: 1611.10283 · arxiv_version: 1611.10283v3 · doi: 10.48550/arxiv.1611.10283 · pith_short_12: SM7TGQFRHIGD · pith_short_16: SM7TGQFRHIGDXZPW · pith_short_8: SM7TGQFR

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/SM7TGQFRHIGDXZPWZ4KPZHBCBR \
  | 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: 933f3340b13a0c3be5f6cf14fc9c220c512ad0ac0ccacff3e4f1ef8048b1d98e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ff6cdf4abddc39308049709b6233a89a4d9cbed8e31e986ff324e877a7fe258",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-30T17:37:51Z",
    "title_canon_sha256": "1e7f3233a9c45d8283f9e083d4491b26616cf081e183bec455688ffed67bde8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.10283",
    "kind": "arxiv",
    "version": 3
  }
}