Pith Number

pith:LOBOWILE

pith:2015:LOBOWILE3MMEYDOKLI2N42JW2Q

not attested not anchored not stored refs pending

Training Deep Neural Networks via Direct Loss Minimization

Alexander G. Schwing, Raquel Urtasun, Richard S. Zemel, Yang Song

arxiv:1511.06411 v2 · 2015-11-19 · 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{LOBOWILE3MMEYDOKLI2N42JW2Q}

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	2026-05-18T01:13:04.832495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b82eb2164db184c0dca5a34de6936d43fe2bb5a973be6656eda1c3ff93026bf

Aliases

arxiv: 1511.06411 · arxiv_version: 1511.06411v2 · doi: 10.48550/arxiv.1511.06411 · pith_short_12: LOBOWILE3MME · pith_short_16: LOBOWILE3MMEYDOK · pith_short_8: LOBOWILE

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/LOBOWILE3MMEYDOKLI2N42JW2Q \
  | 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: 5b82eb2164db184c0dca5a34de6936d43fe2bb5a973be6656eda1c3ff93026bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecc73f77fc67d7dc49b209fb938ab2e19bd7ec68132e21affa8c611202a838b3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-19T22:02:26Z",
    "title_canon_sha256": "3d2a9565800e0f545e35022201ce48507c99a95dd369cb70897b9ed188f0ea96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06411",
    "kind": "arxiv",
    "version": 2
  }
}