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Pith Number

pith:P7UOUOMD

pith:2023:P7UOUOMDILQZT57T3OVGDMMBUM
not attested not anchored not stored refs pending

Mitigating Bias in Deep Learning: Training Unbiased Models on Biased Data for the Morphological Classification of Galaxies

Christopher J. Miller, Esteban Medina-Rosales, Guillermo Cabrera-Vives

arxiv:2308.11007 v1 · 2023-08-21 · astro-ph.GA

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\usepackage{pith}
\pithnumber{P7UOUOMDILQZT57T3OVGDMMBUM}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T06:43:28.222783Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7fe8ea398342e199f7f3dbaa61b181a30efb1d16d891c1aa5a1b71c072fb045d

Aliases

arxiv: 2308.11007 · arxiv_version: 2308.11007v1 · doi: 10.48550/arxiv.2308.11007 · pith_short_12: P7UOUOMDILQZ · pith_short_16: P7UOUOMDILQZT57T · pith_short_8: P7UOUOMD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/P7UOUOMDILQZT57T3OVGDMMBUM \
  | 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: 7fe8ea398342e199f7f3dbaa61b181a30efb1d16d891c1aa5a1b71c072fb045d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c87f632b68949206d03067e655306c68d868a26b945e89b0b459a7dfa0c6d26c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2023-08-21T19:46:48Z",
    "title_canon_sha256": "eec974c8a2a32406e709ae9b3a2893b2c9643320715ed3f3eb0ce0077dc87b0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11007",
    "kind": "arxiv",
    "version": 1
  }
}