Pith Number

pith:RZENQXWJ

pith:2023:RZENQXWJTSFISRFQTFCLV645XR

not attested not anchored not stored refs pending

Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning

Jingyang Li, Kim-Chuan Toh, Kuangyu Ding

arxiv:2306.14522 v5 · 2023-06-26 · math.OC · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RZENQXWJTSFISRFQTFCLV645XR}

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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

On exploration of an interior mirror descent flow for stochastic nonconvex constrained problem

Receipt and verification

First computed	2026-07-05T10:02:40.545021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e48d85ec99c8a8944b09944bafb9dbc40f8ce77b628ebdfbc75636c6c01dad2

Aliases

arxiv: 2306.14522 · arxiv_version: 2306.14522v5 · doi: 10.48550/arxiv.2306.14522 · pith_short_12: RZENQXWJTSFI · pith_short_16: RZENQXWJTSFISRFQ · pith_short_8: RZENQXWJ

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/RZENQXWJTSFISRFQTFCLV645XR \
  | 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: 8e48d85ec99c8a8944b09944bafb9dbc40f8ce77b628ebdfbc75636c6c01dad2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89a35ab2926921f58783500dcd47144735c9f048035756c99cbbb1c2b932f5cb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-06-26T08:54:46Z",
    "title_canon_sha256": "b39a81e63ae71f2b191ae6346a45a81c5c23fe7d9273c8945591ecf6deae506d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14522",
    "kind": "arxiv",
    "version": 5
  }
}