Pith Number

pith:JL4K4TAM

pith:2016:JL4K4TAM4DIWFTSY5DSGEOK65O

not attested not anchored not stored refs pending

Transfer Learning Across Patient Variations with Hidden Parameter Markov Decision Processes

Finale Doshi-Velez, George Konidaris, Taylor Killian

arxiv:1612.00475 v1 · 2016-12-01 · stat.ML · cs.AI · 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{JL4K4TAM4DIWFTSY5DSGEOK65O}

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	2026-05-18T00:55:59.910186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af8ae4c0ce0d162ce58e8e462395eebb3a779049bd8a3225f95088e0f642fdc

Aliases

arxiv: 1612.00475 · arxiv_version: 1612.00475v1 · doi: 10.48550/arxiv.1612.00475 · pith_short_12: JL4K4TAM4DIW · pith_short_16: JL4K4TAM4DIWFTSY · pith_short_8: JL4K4TAM

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/JL4K4TAM4DIWFTSY5DSGEOK65O \
  | 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: 4af8ae4c0ce0d162ce58e8e462395eebb3a779049bd8a3225f95088e0f642fdc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd3484e951fc87ffbb3ba771f00407a7e78ef710852475b7ea5b1c89eb53c5ee",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-12-01T21:26:52Z",
    "title_canon_sha256": "3b34dac9cbc64e71588eb0ef447d91bd419b2d7e2597d567ebf614d1aeca99ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.00475",
    "kind": "arxiv",
    "version": 1
  }
}