Pith Number

pith:MAIDC2S2

pith:2020:MAIDC2S2FEK62V6RGS7G5EKTTS

not attested not anchored not stored refs pending

Deep transformation models: Tackling complex regression problems with neural network based transformation models

Beate Sick, Oliver D\"urr, Torsten Hothorn

arxiv:2004.00464 v1 · 2020-04-01 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{MAIDC2S2FEK62V6RGS7G5EKTTS}

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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

Denoising Milky Way stellar survey data with normalizing flow models

Receipt and verification

First computed	2026-07-05T00:52:10.770116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6010316a5a2915ed57d134be6e91539c9802b85433f1cb721ba535ebd154a8c4

Aliases

arxiv: 2004.00464 · arxiv_version: 2004.00464v1 · doi: 10.48550/arxiv.2004.00464 · pith_short_12: MAIDC2S2FEK6 · pith_short_16: MAIDC2S2FEK62V6R · pith_short_8: MAIDC2S2

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/MAIDC2S2FEK62V6RGS7G5EKTTS \
  | 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: 6010316a5a2915ed57d134be6e91539c9802b85433f1cb721ba535ebd154a8c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "187bd848ee487f3a42e79306af2c32269b2691bd5e000e03ac1c6bd103cf73f8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-04-01T14:23:12Z",
    "title_canon_sha256": "ae052c7bbd8fb507b7735506ddb46832ff82233a8bda73e4ef94550189d49ad8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.00464",
    "kind": "arxiv",
    "version": 1
  }
}