Pith Number

pith:FG4QT2KL

pith:2020:FG4QT2KLXGKCPLUPTBUPZVZ57D

not attested not anchored not stored refs pending

Efficient Automatic CASH via Rising Bandits

Bin Cui, Ce Zhang, Jiawei Jiang, Jinyang Gao, Yang Li, Yingxia Shao

arxiv:2012.04371 v1 · 2020-12-08 · 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{FG4QT2KLXGKCPLUPTBUPZVZ57D}

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	2026-07-05T01:58:03.490366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29b909e94bb99427ae8f9868fcd73df8e9daa803e3dfd556921d8c79d690b5d4

Aliases

arxiv: 2012.04371 · arxiv_version: 2012.04371v1 · doi: 10.48550/arxiv.2012.04371 · pith_short_12: FG4QT2KLXGKC · pith_short_16: FG4QT2KLXGKCPLUP · pith_short_8: FG4QT2KL

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/FG4QT2KLXGKCPLUPTBUPZVZ57D \
  | 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: 29b909e94bb99427ae8f9868fcd73df8e9daa803e3dfd556921d8c79d690b5d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "128e331f99d7f29235490ec16c9b34a931cbe70b9a9e382cb88f138ce0b248e2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-08T11:29:57Z",
    "title_canon_sha256": "030f00424d5eb9fef9fa784738d423f5619a5e3b2eeb5c02a2c586bbe0493f6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.04371",
    "kind": "arxiv",
    "version": 1
  }
}