Pith Number

pith:PYFM33S2

pith:2023:PYFM33S2OZQB4ARA36PJVUQQ35

not attested not anchored not stored refs pending

Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tails

Alina Ene, Huy L. Nguyen, Ta Duy Nguyen

arxiv:2304.01119 v2 · 2023-04-03 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PYFM33S2OZQB4ARA36PJVUQQ35}

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.

Cited by

1 paper in Pith

Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation

Receipt and verification

First computed	2026-07-05T05:58:11.763222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e0acdee5a76601e0220df9e9ad210df74a12c9e7426f507d7a1be4f6312d9a9

Aliases

arxiv: 2304.01119 · arxiv_version: 2304.01119v2 · doi: 10.48550/arxiv.2304.01119 · pith_short_12: PYFM33S2OZQB · pith_short_16: PYFM33S2OZQB4ARA · pith_short_8: PYFM33S2

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/PYFM33S2OZQB4ARA36PJVUQQ35 \
  | 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: 7e0acdee5a76601e0220df9e9ad210df74a12c9e7426f507d7a1be4f6312d9a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3a3e399af4cfb4fa16854bf167fe2169a48a2865110dfd3ee915cda48c9bab0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-04-03T16:34:11Z",
    "title_canon_sha256": "b05a721c4ebef0c4343e9a387a4a92ad5dc9f7a1cef98525bf40f99655cbdaf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.01119",
    "kind": "arxiv",
    "version": 2
  }
}