Pith Number

pith:LLDFYQEC

pith:2015:LLDFYQECJ224YMX3FDW2LFVKK3

not attested not anchored not stored refs pending

Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier

Elad Hazan, Jacob Abernethy

arxiv:1507.02528 v2 · 2015-07-09 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLDFYQECJ224YMX3FDW2LFVKK3}

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

Simulated annealing with hit-and-run for convex optimization: rigorous complexity analysis and practical perspectives for copositive programming

Receipt and verification

First computed	2026-05-18T01:27:45.841164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ac65c40824eb5cc32fb28eda596aa56e783d5f5f84205d056f4c73b1875e644

Aliases

arxiv: 1507.02528 · arxiv_version: 1507.02528v2 · doi: 10.48550/arxiv.1507.02528 · pith_short_12: LLDFYQECJ224 · pith_short_16: LLDFYQECJ224YMX3 · pith_short_8: LLDFYQEC

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/LLDFYQECJ224YMX3FDW2LFVKK3 \
  | 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: 5ac65c40824eb5cc32fb28eda596aa56e783d5f5f84205d056f4c73b1875e644

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b8b51bba230e68501c4f56ba7abe616f4d3af8130d19456ae858abfbbd89544",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2015-07-09T14:32:55Z",
    "title_canon_sha256": "ea925fcfdc10fb76ed541a30b8dd63ce48ecbaeb4a65295178fb39c730997dc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1507.02528",
    "kind": "arxiv",
    "version": 2
  }
}