Pith Number

pith:2NFEALEN

pith:2024:2NFEALENQRBQ4JF3O5CRQ4OYZR

not attested not anchored not stored refs pending

On Bits and Bandits: Quantifying the Regret-Information Trade-off

Itai Shufaro, Nadav Merlis, Nir Weinberger, Shie Mannor

arxiv:2405.16581 v4 · 2024-05-26 · 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{2NFEALENQRBQ4JF3O5CRQ4OYZR}

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

Information Routing across Batch Boundaries: Memory--Batch Tradeoffs in Lipschitz Bandits

Receipt and verification

First computed	2026-07-05T10:18:37.407299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d34a402c8d84430e24bb77451871d8cc4f8d20eae056504b83f2dbf259de057d

Aliases

arxiv: 2405.16581 · arxiv_version: 2405.16581v4 · doi: 10.48550/arxiv.2405.16581 · pith_short_12: 2NFEALENQRBQ · pith_short_16: 2NFEALENQRBQ4JF3 · pith_short_8: 2NFEALEN

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/2NFEALENQRBQ4JF3O5CRQ4OYZR \
  | 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: d34a402c8d84430e24bb77451871d8cc4f8d20eae056504b83f2dbf259de057d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae8cf08ce9783896b0e84654029772c5e96a748ffbc5e1e7caa16b4f05ebfdb2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-26T14:18:38Z",
    "title_canon_sha256": "6588ebf7be3c0ea673bb08a948cad2895261c3c556f4792182c1054f0b171a55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16581",
    "kind": "arxiv",
    "version": 4
  }
}