Pith Number

pith:TS33M47Y

pith:2019:TS33M47YKCDVJK7RAMH6JEORNP

not attested not anchored not stored refs pending

Submodular Batch Selection for Training Deep Neural Networks

K J Joseph, Krishnakant Singh, Vamshi Teja R, Vineeth N Balasubramanian

arxiv:1906.08771 v1 · 2019-06-20 · 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{TS33M47YKCDVJK7RAMH6JEORNP}

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	2026-05-17T23:42:49.386919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cb7b673f8508754abf1030fe491d16bc59848e4fe9dc594a402c6c104346e6e

Aliases

arxiv: 1906.08771 · arxiv_version: 1906.08771v1 · doi: 10.48550/arxiv.1906.08771 · pith_short_12: TS33M47YKCDV · pith_short_16: TS33M47YKCDVJK7R · pith_short_8: TS33M47Y

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/TS33M47YKCDVJK7RAMH6JEORNP \
  | 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: 9cb7b673f8508754abf1030fe491d16bc59848e4fe9dc594a402c6c104346e6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba23dd8d15edfddeb3bcb5e68299dabc850a1152acac511e4a5ae58fe8d3917b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-20T17:53:15Z",
    "title_canon_sha256": "91eb9f4ccb7dca28e120d3b0d6fecc90e895afb0699b1451f5e20e52036de851"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.08771",
    "kind": "arxiv",
    "version": 1
  }
}