Pith Number

pith:CR3AK2P6

pith:2024:CR3AK2P6D2FBKEU4UWG2HTYABV

not attested not anchored not stored refs pending

An Optimistic Algorithm for Online Convex Optimization with Adversarial Constraints

Jordan Lekeufack, Michael I. Jordan

arxiv:2412.08060 v2 · 2024-12-11 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CR3AK2P6D2FBKEU4UWG2HTYABV}

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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

Online Learning with Gradient-Variation Interval Regret

Constrained Online Convex Optimization without Slater's Condition

Receipt and verification

First computed	2026-07-05T10:30:03.348043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14760569fe1e8a15129ca58da3cf000d73c0140155e4b5ac157244fdc6444f66

Aliases

arxiv: 2412.08060 · arxiv_version: 2412.08060v2 · doi: 10.48550/arxiv.2412.08060 · pith_short_12: CR3AK2P6D2FB · pith_short_16: CR3AK2P6D2FBKEU4 · pith_short_8: CR3AK2P6

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/CR3AK2P6D2FBKEU4UWG2HTYABV \
  | 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: 14760569fe1e8a15129ca58da3cf000d73c0140155e4b5ac157244fdc6444f66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b98fd3ec16d0da004500ed9cdd32a9ec3d638d803d8e6d5e2a28b74c12ee927f",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-11T03:06:42Z",
    "title_canon_sha256": "37e65e5c5ec044d6c75d66a5c8d66f0c0a93fb40bc89642a6c7f4e88ad2517e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08060",
    "kind": "arxiv",
    "version": 2
  }
}