Pith. sign in
Pith Number

pith:PY6XETD4

pith:2020:PY6XETD4KV6HZFI6KOMYFZY2GD
not attested not anchored not stored refs pending

Improved Analysis of Clipping Algorithms for Non-convex Optimization

Bohang Zhang, Cong Fang, Jikai Jin, Liwei Wang

arxiv:2010.02519 v2 · 2020-10-05 · cs.LG · math.OC · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PY6XETD4KV6HZFI6KOMYFZY2GD}

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

Receipt and verification
First computed 2026-07-05T01:47:33.065156Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e3d724c7c557c7c951e539982e71a30e2bb6ad8d874f1aaeeb419d2f9b22657

Aliases

arxiv: 2010.02519 · arxiv_version: 2010.02519v2 · doi: 10.48550/arxiv.2010.02519 · pith_short_12: PY6XETD4KV6H · pith_short_16: PY6XETD4KV6HZFI6 · pith_short_8: PY6XETD4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PY6XETD4KV6HZFI6KOMYFZY2GD \
  | 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: 7e3d724c7c557c7c951e539982e71a30e2bb6ad8d874f1aaeeb419d2f9b22657
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d15d865ab948cede4a2c5fb4654ffa81a39fac196b55c8840fbaf0e701edb83",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-05T14:36:59Z",
    "title_canon_sha256": "0d30b4f7e1ff2a4d36c0b970e37e7bc49f568ebd45e13ce7ba59554b265b907b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02519",
    "kind": "arxiv",
    "version": 2
  }
}