Pith Number

pith:EHJ5BAEF

pith:2018:EHJ5BAEFW5ZZQOF7FHGAXNNDKB

not attested not anchored not stored refs pending

A Very Brief Introduction to Machine Learning With Applications to Communication Systems

Osvaldo Simeone

arxiv:1808.02342 v4 · 2018-08-07 · cs.IT · cs.NI · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EHJ5BAEFW5ZZQOF7FHGAXNNDKB}

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

Learning the Wireless V2I Channels Using Deep Neural Networks

Receipt and verification

First computed	2026-05-18T00:01:37.910977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21d3d08085b7739838bf29cc0bb5a350785d3c6f0e35c43256a6eae33884ff2d

Aliases

arxiv: 1808.02342 · arxiv_version: 1808.02342v4 · doi: 10.48550/arxiv.1808.02342 · pith_short_12: EHJ5BAEFW5ZZ · pith_short_16: EHJ5BAEFW5ZZQOF7 · pith_short_8: EHJ5BAEF

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/EHJ5BAEFW5ZZQOF7FHGAXNNDKB \
  | 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: 21d3d08085b7739838bf29cc0bb5a350785d3c6f0e35c43256a6eae33884ff2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "450ad8ea25e2ed23fadc455584349c9a30327b7038f48e2112034373e105b0c1",
    "cross_cats_sorted": [
      "cs.NI",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2018-08-07T13:12:35Z",
    "title_canon_sha256": "c7077795c8e3b4b48f3240766711c6715e97ea865c0195e014103d04ce88907d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.02342",
    "kind": "arxiv",
    "version": 4
  }
}