Pith Number

pith:OJBXCGSP

pith:2011:OJBXCGSPT2YTPHRSVXDS2HUW3Z

not attested not anchored not stored refs pending

Bayesian Active Learning for Classification and Preference Learning

Ferenc Husz\'ar, M\'at\'e Lengyel, Neil Houlsby, Zoubin Ghahramani

arxiv:1112.5745 v1 · 2011-12-24 · stat.ML · 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{OJBXCGSPT2YTPHRSVXDS2HUW3Z}

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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

26 papers in Pith

Active Learning Solution on Distributed Edge Computing

A tutorial on learning from preferences and choices with Gaussian Processes

Test-Time Alignment via Hypothesis Reweighting

Rethinking Uncertainty Estimation in LLMs: A Principled Single-Sequence Measure

ALIEN: Aligned Entropy Head for Improving Uncertainty Estimation of LLMs

Receipt and verification

First computed	2026-05-18T04:05:37.676813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7243711a4f9eb1379e32adc72d1e96de4526273e91323b2c271ed0782c3941ce

Aliases

arxiv: 1112.5745 · arxiv_version: 1112.5745v1 · doi: 10.48550/arxiv.1112.5745 · pith_short_12: OJBXCGSPT2YT · pith_short_16: OJBXCGSPT2YTPHRS · pith_short_8: OJBXCGSP

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/OJBXCGSPT2YTPHRSVXDS2HUW3Z \
  | 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: 7243711a4f9eb1379e32adc72d1e96de4526273e91323b2c271ed0782c3941ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9346d5d14b70ca74e4d943a7f6c9aae1cd5749a3949eafe233742b196723d3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2011-12-24T17:53:19Z",
    "title_canon_sha256": "7a6c40bdaad0d6c93ab27a00808164be54c4ef5ec59c03e2348017cb94539e3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1112.5745",
    "kind": "arxiv",
    "version": 1
  }
}