Pith Number

pith:5K5BLIOW

pith:2017:5K5BLIOWRKSSEKSLM4CS53TOOQ

not attested not anchored not stored refs pending

A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds

Andr\'as Gy\"orgy, Csaba Szepesv\'ari, Pooria Joulani

arxiv:1709.02726 v1 · 2017-09-08 · cs.LG · math.OC · 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{5K5BLIOWRKSSEKSLM4CS53TOOQ}

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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.

Receipt and verification

First computed	2026-05-18T00:35:40.486643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eaba15a1d68aa5222a4b67052eee6e7423d52a7744c929e2234306162b5eb5c4

Aliases

arxiv: 1709.02726 · arxiv_version: 1709.02726v1 · doi: 10.48550/arxiv.1709.02726 · pith_short_12: 5K5BLIOWRKSS · pith_short_16: 5K5BLIOWRKSSEKSL · pith_short_8: 5K5BLIOW

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/5K5BLIOWRKSSEKSLM4CS53TOOQ \
  | 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: eaba15a1d68aa5222a4b67052eee6e7423d52a7744c929e2234306162b5eb5c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f41dc59eeb231dc57bd7e8ffe7b1abc6953e8a6864b3c49ae3c1435e146aaf24",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-09-08T14:54:44Z",
    "title_canon_sha256": "fa452553b5deeeb7e3c88f60455b527be0622b34e43939d4fbfdebddb79da7ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.02726",
    "kind": "arxiv",
    "version": 1
  }
}