Pith Number

pith:34BZDECA

pith:2019:34BZDECAMOCAQ7E4ZXUXDD72KX

not attested not anchored not stored refs pending

Machine Learning at Microsoft with ML .NET

Abhishek Goswami, Artidoro Pagnoni, Costin Eseanu, Eric Erhardt, Gal Oshri, Gani Nazirov, Gleb Krivosheev, Ivan Matantsev, Jignesh Parmar, Justin Ormont, Markus Weimer, Matteo Interlandi, Mikhail Bilenko, Mohammad Zeeshan Siddiqui, Monte Hoover, Najeeb Kazmi, Pete Luferenko, Prabhat Roy, Rogan Carr, Saeed Amizadeh, Sarthak Shah, Scott Inglis, Senja Filipi, Sergiy Matusevych, Shahab Moradi, Shauheen Zahirazami, Shon Katzenberger, Tom Finley, Vadim Eksarevskiy, Wei-Sheng Chin, Xavier Dupre, Yael Dekel, Yiwen Zhu, Zeeshan Ahmed

arxiv:1905.05715 v2 · 2019-05-14 · cs.LG · 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{34BZDECAMOCAQ7E4ZXUXDD72KX}

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	2026-05-17T23:46:02.881953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df039190406384087c9ccde9718ffa55f71fad035a4b9a3f756e0c9701d42e1c

Aliases

arxiv: 1905.05715 · arxiv_version: 1905.05715v2 · doi: 10.48550/arxiv.1905.05715 · pith_short_12: 34BZDECAMOCA · pith_short_16: 34BZDECAMOCAQ7E4 · pith_short_8: 34BZDECA

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/34BZDECAMOCAQ7E4ZXUXDD72KX \
  | 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: df039190406384087c9ccde9718ffa55f71fad035a4b9a3f756e0c9701d42e1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c5f2005d8b8a88d86b6284ba8b89469171dfb5255e7db26e4f413531ca8df6c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-14T16:43:16Z",
    "title_canon_sha256": "e730b70db65f650444094a600f1e1f3be558abc37930ae622e78b49aa092e349"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05715",
    "kind": "arxiv",
    "version": 2
  }
}