Pith Number

pith:WOTCNS3L

pith:2016:WOTCNS3L6VIRYYIVG7VQDGJTU3

not attested not anchored not stored refs pending

Learning from Conditional Distributions via Dual Embeddings

Bo Dai, Byron Boots, Le Song, Niao He, Yunpeng Pan

arxiv:1607.04579 v2 · 2016-07-15 · cs.LG · math.OC · 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{WOTCNS3L6VIRYYIVG7VQDGJTU3}

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

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-05-18T00:53:40.173190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3a626cb6bf5511c611537eb019933a6c21660565a1644ec81a92ed1a52d2da6

Aliases

arxiv: 1607.04579 · arxiv_version: 1607.04579v2 · doi: 10.48550/arxiv.1607.04579 · pith_short_12: WOTCNS3L6VIR · pith_short_16: WOTCNS3L6VIRYYIV · pith_short_8: WOTCNS3L

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/WOTCNS3L6VIRYYIVG7VQDGJTU3 \
  | 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: b3a626cb6bf5511c611537eb019933a6c21660565a1644ec81a92ed1a52d2da6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "857ed71fee32d15b561bd04989f121c32581922e5bf4747798ceaa060772b221",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-07-15T16:56:22Z",
    "title_canon_sha256": "a7790efc1310838f36c835d42f45b9a0c1e25d7adf440cc0b44663e1b7ba98e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1607.04579",
    "kind": "arxiv",
    "version": 2
  }
}