Pith Number

pith:7UDO6MSB

pith:2019:7UDO6MSBMRKEDWGKLEHMIP4FR6

not attested not anchored not stored refs pending

First order optimization methods based on Hessian-driven Nesterov accelerated gradient flow

Hao Luo, Long Chen

arxiv:1912.09276 v2 · 2019-12-19 · 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{7UDO6MSBMRKEDWGKLEHMIP4FR6}

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

4 papers in Pith

Adaptive Accelerated Mirror Descent in Primal and Dual Spaces

Accelerating Sinkhorn for Entropy-Regularized Optimal Transport

SHANG++: Robust Stochastic Acceleration under Multiplicative Noise

Adam-HNAG: A Convergent Reformulation of Adam with Accelerated Rate

Receipt and verification

First computed	2026-07-05T00:28:16.072632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd06ef3241645441d8ca590ec43f858fbfd21185bb86d9e495f03f4ad43d9761

Aliases

arxiv: 1912.09276 · arxiv_version: 1912.09276v2 · doi: 10.48550/arxiv.1912.09276 · pith_short_12: 7UDO6MSBMRKE · pith_short_16: 7UDO6MSBMRKEDWGK · pith_short_8: 7UDO6MSB

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/7UDO6MSBMRKEDWGKLEHMIP4FR6 \
  | 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: fd06ef3241645441d8ca590ec43f858fbfd21185bb86d9e495f03f4ad43d9761

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5895a08de5cb1d2444ebe89c2a7397900c30f47b919ea669ae7eb638f5aa5d7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2019-12-19T15:19:38Z",
    "title_canon_sha256": "9be363b445c3c44f01d395797d22c6104bab1fdb482b25cb392a8befa22bc588"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.09276",
    "kind": "arxiv",
    "version": 2
  }
}