Pith Number

pith:NM6KFDNN

pith:2023:NM6KFDNNVARAUB2RV23MYGCV77

not attested not anchored not stored refs pending

Multi-Fidelity Active Learning with GFlowNets

Alex Hernandez-Garcia, Cheng-Hao Liu, Moksh Jain, Nikita Saxena, Yoshua Bengio

arxiv:2306.11715 v2 · 2023-06-20 · cs.LG · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NM6KFDNNVARAUB2RV23MYGCV77}

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

Path-dependent Discrete Amortized Inference

Receipt and verification

First computed	2026-07-05T09:01:24.815973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b3ca28dada8220a0751aeb6cc1855fffa00c0dee6f4ca15663c7e19f07a30d8

Aliases

arxiv: 2306.11715 · arxiv_version: 2306.11715v2 · doi: 10.48550/arxiv.2306.11715 · pith_short_12: NM6KFDNNVARA · pith_short_16: NM6KFDNNVARAUB2R · pith_short_8: NM6KFDNN

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/NM6KFDNNVARAUB2RV23MYGCV77 \
  | 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: 6b3ca28dada8220a0751aeb6cc1855fffa00c0dee6f4ca15663c7e19f07a30d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c703c034a6e50d887842328d04682bf11fbdfc053049309c393df4bd2814a863",
    "cross_cats_sorted": [
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-20T17:43:42Z",
    "title_canon_sha256": "047dc4094f15f8890c29ed4504dad77f10bbf0fe246058f7a684844fea21625b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11715",
    "kind": "arxiv",
    "version": 2
  }
}