Pith Number

pith:UKUD2T5N

pith:2016:UKUD2T5NNOGW2FCP363LPQDZ6W

not attested not anchored not stored refs pending

Information Dropout: Learning Optimal Representations Through Noisy Computation

Alessandro Achille, Stefano Soatto

arxiv:1611.01353 v3 · 2016-11-04 · stat.ML · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UKUD2T5NNOGW2FCP363LPQDZ6W}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

Deep Variational Information Bottleneck

Receipt and verification

First computed	2026-05-18T00:50:56.416671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2a83d4fad6b8d6d144fdfb6b7c079f58ee266cfd0924bdbdb0936f859fd6799

Aliases

arxiv: 1611.01353 · arxiv_version: 1611.01353v3 · doi: 10.48550/arxiv.1611.01353 · pith_short_12: UKUD2T5NNOGW · pith_short_16: UKUD2T5NNOGW2FCP · pith_short_8: UKUD2T5N

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/UKUD2T5NNOGW2FCP363LPQDZ6W \
  | 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: a2a83d4fad6b8d6d144fdfb6b7c079f58ee266cfd0924bdbdb0936f859fd6799

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c78f2b5651629a0105bcbeaf4695cc9ed38996d84fece688a341e5c669aff839",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-11-04T12:46:37Z",
    "title_canon_sha256": "135e8df82b3f2ea592a36e0097a81403f0fd7a51bbbc3ad35f2d5c39dd08ae56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.01353",
    "kind": "arxiv",
    "version": 3
  }
}