Pith Number

pith:NNZ3WGOG

pith:2017:NNZ3WGOGVBYIF7FVXLQC7BKAZU

not attested not anchored not stored refs pending

Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes

Ahmed M. Alaa, Mihaela van der Schaar

arxiv:1704.02801 v2 · 2017-04-10 · 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{NNZ3WGOGVBYIF7FVXLQC7BKAZU}

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	2026-05-18T00:43:35.046369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b73bb19c6a87082fcb5bae02f8540cd0c6e7fe4dd203ec8c95467218c73e824

Aliases

arxiv: 1704.02801 · arxiv_version: 1704.02801v2 · doi: 10.48550/arxiv.1704.02801 · pith_short_12: NNZ3WGOGVBYI · pith_short_16: NNZ3WGOGVBYIF7FV · pith_short_8: NNZ3WGOG

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/NNZ3WGOGVBYIF7FVXLQC7BKAZU \
  | 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: 6b73bb19c6a87082fcb5bae02f8540cd0c6e7fe4dd203ec8c95467218c73e824

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "150eed219a1d9dce83c1e97462e9b0be7edc7389df423223e1c7f4cd92712e56",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-04-10T11:03:36Z",
    "title_canon_sha256": "6a72bb47ea71b82fed9cd8201258b455c80db79ba9711f4d57a867616735da1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.02801",
    "kind": "arxiv",
    "version": 2
  }
}