Pith Number

pith:FHE6T7NI

pith:2024:FHE6T7NISVFF3SLJ7CGPUPRDSJ

not attested not anchored not stored refs pending

Who's the (Multi-)Fairest of Them All: Rethinking Interpolation-Based Data Augmentation Through the Lens of Multicalibration

Charumathi Badrinath, Karina Halevy, Karly Hou

arxiv:2412.10575 v2 · 2024-12-13 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FHE6T7NISVFF3SLJ7CGPUPRDSJ}

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	2026-07-05T10:49:12.024408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29c9e9fda8954a5dc969f88cfa3e23925460cb190d494672e7c144c9d187893d

Aliases

arxiv: 2412.10575 · arxiv_version: 2412.10575v2 · doi: 10.48550/arxiv.2412.10575 · pith_short_12: FHE6T7NISVFF · pith_short_16: FHE6T7NISVFF3SLJ · pith_short_8: FHE6T7NI

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/FHE6T7NISVFF3SLJ7CGPUPRDSJ \
  | 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: 29c9e9fda8954a5dc969f88cfa3e23925460cb190d494672e7c144c9d187893d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7da4852c8392682488d205da6a9a65c014f2cc2cf04c605814b3ee82d4f71e9",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T21:36:12Z",
    "title_canon_sha256": "cd45a33388874e0e13d5f4b9bb43ca3924d1093fec5c3d2e01a6bdea160b208c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10575",
    "kind": "arxiv",
    "version": 2
  }
}