Pith Number

pith:DSISX2HW

pith:2015:DSISX2HW5JFINBMM2OUOYBXS2X

not attested not anchored not stored refs pending

Probabilistic Line Searches for Stochastic Optimization

Maren Mahsereci, Philipp Hennig

arxiv:1502.02846 v4 · 2015-02-10 · cs.LG · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSISX2HW5JFINBMM2OUOYBXS2X}

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

Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics

Receipt and verification

First computed	2026-05-18T01:22:48.615661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c912be8f6ea4a86858cd3a8ec06f2d5fd1b72276234f817ef79433fc8fde42a

Aliases

arxiv: 1502.02846 · arxiv_version: 1502.02846v4 · doi: 10.48550/arxiv.1502.02846 · pith_short_12: DSISX2HW5JFI · pith_short_16: DSISX2HW5JFINBMM · pith_short_8: DSISX2HW

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/DSISX2HW5JFINBMM2OUOYBXS2X \
  | 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: 1c912be8f6ea4a86858cd3a8ec06f2d5fd1b72276234f817ef79433fc8fde42a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9914889930204f0873c91750fcd5856bc4d1e38607d1d43f596bceddc5700e21",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-02-10T10:36:25Z",
    "title_canon_sha256": "71ee476fcb46db4b1735852993a8562e8c828dc210c6d41d2351c13c04cc9f3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1502.02846",
    "kind": "arxiv",
    "version": 4
  }
}