Pith Number

pith:DNOZSYPH

pith:2023:DNOZSYPHGTJGXVKPR2FPLNHILL

not attested not anchored not stored refs pending

Learning the Pareto Front Using Bootstrapped Observation Samples

Assaf Zeevi, Garud Iyengar, Wonyoung Kim

arxiv:2306.00096 v2 · 2023-05-31 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNOZSYPHGTJGXVKPR2FPLNHILL}

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

Adaptive Data Augmentation for Thompson Sampling

Receipt and verification

First computed	2026-07-05T08:21:39.198874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b5d9961e734d26bd54f8e8af5b4e85ac553f0458d57912b8c4d52f1f4494ed4

Aliases

arxiv: 2306.00096 · arxiv_version: 2306.00096v2 · doi: 10.48550/arxiv.2306.00096 · pith_short_12: DNOZSYPHGTJG · pith_short_16: DNOZSYPHGTJGXVKP · pith_short_8: DNOZSYPH

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/DNOZSYPHGTJGXVKPR2FPLNHILL \
  | 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: 1b5d9961e734d26bd54f8e8af5b4e85ac553f0458d57912b8c4d52f1f4494ed4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c3db75e2a0b1b30ac60d564ff00cf7dca09a2a1fe0a9424fb62d38fea12bcbc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-31T18:15:09Z",
    "title_canon_sha256": "d14e230b68347b6fe6f7e57e7a64421657fde6f390b7e5819f5337df372c4a7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00096",
    "kind": "arxiv",
    "version": 2
  }
}