Pith Number

pith:RJUYXO2R

pith:2025:RJUYXO2RV5LJHTPAGDAK5LSIEY

not attested not anchored not stored refs pending

No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!

Alberto Marchesi, Christian Kroer, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti

arxiv:2506.13244 v3 · 2025-06-16 · cs.LG · cs.AI · 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{RJUYXO2RV5LJHTPAGDAK5LSIEY}

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

2 papers in Pith

A Geometric Approach to Constrained Online Learning

Constrained Contextual Bandits with Adversarial Contexts

Receipt and verification

First computed	2026-07-05T11:23:30.407564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a698bbb51af5693cde030c0aeae48260935a73421b908cda86588ed4ce08199

Aliases

arxiv: 2506.13244 · arxiv_version: 2506.13244v3 · doi: 10.48550/arxiv.2506.13244 · pith_short_12: RJUYXO2RV5LJ · pith_short_16: RJUYXO2RV5LJHTPA · pith_short_8: RJUYXO2R

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/RJUYXO2RV5LJHTPAGDAK5LSIEY \
  | 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: 8a698bbb51af5693cde030c0aeae48260935a73421b908cda86588ed4ce08199

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7a72ac637396e657d53e8085e6670f3a9478d8b9949fbd78ff16d19ddf48a0c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-16T08:42:31Z",
    "title_canon_sha256": "0acfdc9136bbc2e79d9f2ab0bac34dde9b8d1895a4eafa33f636793e04714d73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13244",
    "kind": "arxiv",
    "version": 3
  }
}