Pith Number

pith:IGDYUUQO

pith:2023:IGDYUUQOBNVRQUZR6MYUYMPTGX

not attested not anchored not stored refs pending

A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization

Andre Milzarek, Junwen Qiu, Xiao Li

arxiv:2312.01047 v3 · 2023-12-02 · math.OC · cs.LG

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\usepackage{pith}
\pithnumber{IGDYUUQOBNVRQUZR6MYUYMPTGX}

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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

Distributed Normal Map-based Stochastic Proximal Gradient Methods over Networks

Receipt and verification

First computed	2026-07-05T11:43:53.740283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41878a520e0b6b185331f3314c31f335e804476897945092f374682ec49702ad

Aliases

arxiv: 2312.01047 · arxiv_version: 2312.01047v3 · doi: 10.48550/arxiv.2312.01047 · pith_short_12: IGDYUUQOBNVR · pith_short_16: IGDYUUQOBNVRQUZR · pith_short_8: IGDYUUQO

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/IGDYUUQOBNVRQUZR6MYUYMPTGX \
  | 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: 41878a520e0b6b185331f3314c31f335e804476897945092f374682ec49702ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a4044fd70fb4082f534a88f45955c082f158a95a0e78e082a3bf88f93c3191d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-12-02T07:12:00Z",
    "title_canon_sha256": "d7954508fcd7f80ee0e242aaf23a95600e5d8a83086ca76bc5e172fd4c156420"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01047",
    "kind": "arxiv",
    "version": 3
  }
}