Pith Number

pith:744NNGSW

pith:2016:744NNGSWYRXO25ZY2E4PCMCFTD

not attested not anchored not stored refs pending

A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning

Aleksandr Aravkin, Damek Davis

arxiv:1610.01101 v2 · 2016-10-04 · stat.ML · cs.LG · 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{744NNGSWYRXO25ZY2E4PCMCFTD}

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.

Receipt and verification

First computed	2026-05-18T00:51:25.234052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff38d69a56c46eed7738d138f1304598f60017fd481ee1f4dfc3362409f86e0b

Aliases

arxiv: 1610.01101 · arxiv_version: 1610.01101v2 · doi: 10.48550/arxiv.1610.01101 · pith_short_12: 744NNGSWYRXO · pith_short_16: 744NNGSWYRXO25ZY · pith_short_8: 744NNGSW

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/744NNGSWYRXO25ZY2E4PCMCFTD \
  | 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: ff38d69a56c46eed7738d138f1304598f60017fd481ee1f4dfc3362409f86e0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e015811b92acff882f9fef626b151ab9e13b3d76e12cb5f6eb6073c380896bb",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-10-04T17:24:43Z",
    "title_canon_sha256": "7a0e32db73ee2db29579a42833f52dc5b898788de773d47da6fe41ef4d6ac1a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.01101",
    "kind": "arxiv",
    "version": 2
  }
}