Pith Number

pith:ILT4UBNL

pith:2023:ILT4UBNLVEI4RYPQWANAMFJZPN

not attested not anchored not stored refs pending

Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees

Anastasia Koloskova, Hadrien Hendrikx, Sebastian U. Stich

arxiv:2305.01588 v2 · 2023-05-02 · cs.LG · cs.DC · math.OC · 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{ILT4UBNLVEI4RYPQWANAMFJZPN}

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

2 papers in Pith

High-Probability Convergence Guarantees of Decentralized SGD

Receipt and verification

First computed	2026-07-05T07:10:47.719040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42e7ca05aba911c8e1f0b01a0615397b6d13bf8b7b1ff738305708d3984a72d4

Aliases

arxiv: 2305.01588 · arxiv_version: 2305.01588v2 · doi: 10.48550/arxiv.2305.01588 · pith_short_12: ILT4UBNLVEI4 · pith_short_16: ILT4UBNLVEI4RYPQ · pith_short_8: ILT4UBNL

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/ILT4UBNLVEI4RYPQWANAMFJZPN \
  | 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: 42e7ca05aba911c8e1f0b01a0615397b6d13bf8b7b1ff738305708d3984a72d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c7d8d6e40cf1f5f7d46ec3d1fd7c4f7910d1f71d7c2ebf9b4359cfac9c867af",
    "cross_cats_sorted": [
      "cs.DC",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-02T16:42:23Z",
    "title_canon_sha256": "31f16e989fc928f16750d2fb6f3ed108e90955fcbe719f215f45afe4c11d01e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.01588",
    "kind": "arxiv",
    "version": 2
  }
}