Pith Number

pith:UZBM75V2

pith:2025:UZBM75V2IT4EUONUFQQUTWUCC2

not attested not anchored not stored refs pending

Analysis of Schedule-Free Nonconvex Optimization

Connor Brown

arxiv:2508.06743 v1 · 2025-08-08 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZBM75V2IT4EUONUFQQUTWUCC2}

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

Taking the Road Less Scheduled with Adaptive Polyak Steps

Receipt and verification

First computed	2026-07-05T11:51:05.944054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a642cff6ba44f84a39b42c2149da8216a750e522d6c6203ccef8cdede876bc7b

Aliases

arxiv: 2508.06743 · arxiv_version: 2508.06743v1 · doi: 10.48550/arxiv.2508.06743 · pith_short_12: UZBM75V2IT4E · pith_short_16: UZBM75V2IT4EUONU · pith_short_8: UZBM75V2

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/UZBM75V2IT4EUONUFQQUTWUCC2 \
  | 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: a642cff6ba44f84a39b42c2149da8216a750e522d6c6203ccef8cdede876bc7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f28bba6b31d05395e59de3443b54ef3d569944b3441cf098f15182e7e66a451a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-08T22:54:35Z",
    "title_canon_sha256": "02c0afe599812f58a19feed444b131134138aa9607f50d3e08d28c7a3d860c25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06743",
    "kind": "arxiv",
    "version": 1
  }
}