Pith Number

pith:76NNMK24

pith:2023:76NNMK24THWHYK57T7QULSYFCO

not attested not anchored not stored refs pending

Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization

Arun Sai Suggala, Dheeraj Nagaraj, Kushal Majmundar, Ramnath Kumar

arxiv:2306.09222 v5 · 2023-06-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{76NNMK24THWHYK57T7QULSYFCO}

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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

Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining

Receipt and verification

First computed	2026-07-05T09:19:23.413832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff9ad62b5c99ec7c2bbf9fe145cb0513aa7547ba1628bcd7bd79faf63730f9b5

Aliases

arxiv: 2306.09222 · arxiv_version: 2306.09222v5 · doi: 10.48550/arxiv.2306.09222 · pith_short_12: 76NNMK24THWH · pith_short_16: 76NNMK24THWHYK57 · pith_short_8: 76NNMK24

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/76NNMK24THWHYK57T7QULSYFCO \
  | 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: ff9ad62b5c99ec7c2bbf9fe145cb0513aa7547ba1628bcd7bd79faf63730f9b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a66fedece9efb24f901210daf1029745dc228eb13ae52e4f8cd7fb4f49c54d85",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T15:58:04Z",
    "title_canon_sha256": "7f737ce66aed75b0b032adeeb9f2599996b216b19ae5419a53a6fee97170701c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09222",
    "kind": "arxiv",
    "version": 5
  }
}