Pith Number

pith:5JG5WJ4J

pith:2017:5JG5WJ4JQQKAMI57IEDKUVZQJ6

not attested not anchored not stored refs pending

Biased Importance Sampling for Deep Neural Network Training

Angelos Katharopoulos, Fran\c{c}ois Fleuret

arxiv:1706.00043 v2 · 2017-05-31 · 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{5JG5WJ4JQQKAMI57IEDKUVZQJ6}

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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

Submodular Batch Selection for Training Deep Neural Networks

Receipt and verification

First computed	2026-05-18T00:35:16.150543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea4ddb278984140623bf4106aa57304fb0e0900929e8e9c496b5bd518184f6c2

Aliases

arxiv: 1706.00043 · arxiv_version: 1706.00043v2 · doi: 10.48550/arxiv.1706.00043 · pith_short_12: 5JG5WJ4JQQKA · pith_short_16: 5JG5WJ4JQQKAMI57 · pith_short_8: 5JG5WJ4J

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/5JG5WJ4JQQKAMI57IEDKUVZQJ6 \
  | 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: ea4ddb278984140623bf4106aa57304fb0e0900929e8e9c496b5bd518184f6c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4ab5a2fab99bffa7753b685a113f1c34fa4a8814c3090c282c307327a140ef7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-31T18:25:09Z",
    "title_canon_sha256": "7e245ca9034d9fe4c2a02ff673142a8720139aa75af7f007da04d3f4efcda8c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.00043",
    "kind": "arxiv",
    "version": 2
  }
}