Pith Number

pith:EPEC5X6P

pith:2025:EPEC5X6PBLTSMRDJ3PEK3UNFYL

not attested not anchored not stored refs pending

Online Learning for Approximately-Convex Functions with Long-term Adversarial Constraints

Abhishek Sinha, Dhruv Sarkar, Samrat Mukhopadhyay

arxiv:2508.16992 v1 · 2025-08-23 · 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{EPEC5X6PBLTSMRDJ3PEK3UNFYL}

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	2026-07-05T11:58:07.827424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23c82edfcf0ae7264469dbc8add1a5c2de1f120944a041572cd69498d2e35403

Aliases

arxiv: 2508.16992 · arxiv_version: 2508.16992v1 · doi: 10.48550/arxiv.2508.16992 · pith_short_12: EPEC5X6PBLTS · pith_short_16: EPEC5X6PBLTSMRDJ · pith_short_8: EPEC5X6P

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/EPEC5X6PBLTSMRDJ3PEK3UNFYL \
  | 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: 23c82edfcf0ae7264469dbc8add1a5c2de1f120944a041572cd69498d2e35403

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad368861d6d623360836ce03907b7a372d4ac5e63a35cc5a84d2cb5f484fa562",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-23T11:21:24Z",
    "title_canon_sha256": "c089c7e2be77a16edf9dff9a88fda62363da06e19b01f11bfc185b4a5489431f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16992",
    "kind": "arxiv",
    "version": 1
  }
}