Pith Number

pith:GU4F6BQ4

pith:2019:GU4F6BQ4XRDVP6FMDKC5RQWDLW

not attested not anchored not stored refs pending

Active learning for level set estimation under input uncertainty and its extensions

Ichiro Takeuchi, Keiichi Inoue, Masayuki Karasuyama, Yu Inatsu

arxiv:1909.06064 v2 · 2019-09-13 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{GU4F6BQ4XRDVP6FMDKC5RQWDLW}

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Record completeness

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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

Multi-Metric Adaptive Experimental Design Under a Fixed Budget with Validation

Receipt and verification

First computed	2026-07-05T11:44:36.781255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35385f061cbc4757f8ac1a85d8c2c35da1545ac415de500c3ecedef06cb7f924

Aliases

arxiv: 1909.06064 · arxiv_version: 1909.06064v2 · doi: 10.48550/arxiv.1909.06064 · pith_short_12: GU4F6BQ4XRDV · pith_short_16: GU4F6BQ4XRDVP6FM · pith_short_8: GU4F6BQ4

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/GU4F6BQ4XRDVP6FMDKC5RQWDLW \
  | 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: 35385f061cbc4757f8ac1a85d8c2c35da1545ac415de500c3ecedef06cb7f924

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bb5eb6b3d239bc2e42061d59b6e76c275d1257d07d35a57a14387cd66e6c704",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-09-13T07:11:12Z",
    "title_canon_sha256": "05f56b0230a9853773c2206377bc22504899016f88ed712b4fb556582b6bf7f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06064",
    "kind": "arxiv",
    "version": 2
  }
}