Pith Number

pith:V3UYT7TO

pith:2017:V3UYT7TOZPH6H3LOWTX2S7LVGH

not attested not anchored not stored refs pending

"Convex Until Proven Guilty": Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions

Aaron Sidford, John C. Duchi, Oliver Hinder, Yair Carmon

arxiv:1705.02766 v1 · 2017-05-08 · 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{V3UYT7TOZPH6H3LOWTX2S7LVGH}

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

Adaptive Federated Optimization

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Receipt and verification

First computed	2026-05-18T00:44:53.684625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aee989fe6ecbcfe3ed6eb4efa97d7531ea07f6084a29a11cc3fd1e8d8c26b8e8

Aliases

arxiv: 1705.02766 · arxiv_version: 1705.02766v1 · doi: 10.48550/arxiv.1705.02766 · pith_short_12: V3UYT7TOZPH6 · pith_short_16: V3UYT7TOZPH6H3LO · pith_short_8: V3UYT7TO

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/V3UYT7TOZPH6H3LOWTX2S7LVGH \
  | 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: aee989fe6ecbcfe3ed6eb4efa97d7531ea07f6084a29a11cc3fd1e8d8c26b8e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b5eacc46193a949f1f4d92adfb947621a7e19f6ab2d17d0c1bdfb52ed79de54",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2017-05-08T07:53:48Z",
    "title_canon_sha256": "aa1ef3e6d2ebbed71da22e9b241f186f070ce9946eae8cb8344f791df064fd29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.02766",
    "kind": "arxiv",
    "version": 1
  }
}