Pith Number

pith:25TDA4GG

pith:2024:25TDA4GGDCHGPXIDVOKLDGKRXS

not attested not anchored not stored refs pending

Data Acquisition for Improving Model Fairness using Reinforcement Learning

Jahid Hasan, Romila Pradhan

arxiv:2412.03009 v1 · 2024-12-04 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{25TDA4GGDCHGPXIDVOKLDGKRXS}

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	2026-07-05T09:44:23.491135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7663070c6188e67dd03ab94b19951bcbe4d054c876ca4ea1650072df9879a59

Aliases

arxiv: 2412.03009 · arxiv_version: 2412.03009v1 · doi: 10.48550/arxiv.2412.03009 · pith_short_12: 25TDA4GGDCHG · pith_short_16: 25TDA4GGDCHGPXID · pith_short_8: 25TDA4GG

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/25TDA4GGDCHGPXIDVOKLDGKRXS \
  | 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: d7663070c6188e67dd03ab94b19951bcbe4d054c876ca4ea1650072df9879a59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c638a2d077e6f7140e089a5ef104cf357839ff7cdc6c4e035565ea85b2eca2b",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-04T03:56:54Z",
    "title_canon_sha256": "80d89a578327db38368194d184e239560c9b601073ec7a4d5868e01139a4d399"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03009",
    "kind": "arxiv",
    "version": 1
  }
}