Pith Number

pith:XS353AA7

pith:2020:XS353AA7KK4ZS3MYMAGVVMIBEO

not attested not anchored not stored refs pending

Distilled Thompson Sampling: Practical and Efficient Thompson Sampling via Imitation Learning

Eytan Bakshy, Hongseok Namkoong, Samuel Daulton

arxiv:2011.14266 v3 · 2020-11-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XS353AA7KK4ZS3MYMAGVVMIBEO}

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

A Planning Framework for Adaptive Labeling

Receipt and verification

First computed	2026-07-05T08:46:50.058831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcb7dd801f52b9996d98600d5ab101238cac25cf8bf386055157557005b3b63e

Aliases

arxiv: 2011.14266 · arxiv_version: 2011.14266v3 · doi: 10.48550/arxiv.2011.14266 · pith_short_12: XS353AA7KK4Z · pith_short_16: XS353AA7KK4ZS3MY · pith_short_8: XS353AA7

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/XS353AA7KK4ZS3MYMAGVVMIBEO \
  | 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: bcb7dd801f52b9996d98600d5ab101238cac25cf8bf386055157557005b3b63e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c798dd20b8accece2f4900c0554e49be77e299549ccd663ec69f35dfd221f826",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-29T03:57:42Z",
    "title_canon_sha256": "458c5e3e2af709de935c0cac85a282da22188b6e1678e7f77bd889f94d4e35e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.14266",
    "kind": "arxiv",
    "version": 3
  }
}