Pith Number

pith:GDQUYLID

pith:2023:GDQUYLIDSVTARDBUHUUUQJWVFI

not attested not anchored not stored refs pending

Online Learning with Set-Valued Feedback

Ambuj Tewari, Unique Subedi, Vinod Raman

arxiv:2306.06247 v4 · 2023-06-09 · 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{GDQUYLIDSVTARDBUHUUUQJWVFI}

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	2026-07-05T08:34:03.613390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30e14c2d039566088c343d294826d52a001f5dc9ab83ebaa10c665e646bc6fb7

Aliases

arxiv: 2306.06247 · arxiv_version: 2306.06247v4 · doi: 10.48550/arxiv.2306.06247 · pith_short_12: GDQUYLIDSVTA · pith_short_16: GDQUYLIDSVTARDBU · pith_short_8: GDQUYLID

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/GDQUYLIDSVTARDBUHUUUQJWVFI \
  | 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: 30e14c2d039566088c343d294826d52a001f5dc9ab83ebaa10c665e646bc6fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb216811b657d55d10c0958fd4a72382fd1fdfcfd16e8a64e9ae6d339be80688",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-09T20:43:19Z",
    "title_canon_sha256": "a512becabb471f7b02795b0dc881e9849e14b5becf2d7b2dbaf7860424e1b499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06247",
    "kind": "arxiv",
    "version": 4
  }
}