Pith Number

pith:2ILT7NUV

pith:2024:2ILT7NUVOVCKBGW2IHV3J3345W

not attested not anchored not stored refs pending

Last Iterate Convergence of Incremental Methods and Applications in Continual Learning

Jelena Diakonikolas, Xufeng Cai

arxiv:2403.06873 v2 · 2024-03-11 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ILT7NUVOVCKBGW2IHV3J3345W}

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

Mirror Descent Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity

Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size

Receipt and verification

First computed	2026-07-05T08:37:37.485976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2173fb6957544a09ada41ebb4ef7ced945070ecdd41180081d7f51533a36a6c

Aliases

arxiv: 2403.06873 · arxiv_version: 2403.06873v2 · doi: 10.48550/arxiv.2403.06873 · pith_short_12: 2ILT7NUVOVCK · pith_short_16: 2ILT7NUVOVCKBGW2 · pith_short_8: 2ILT7NUV

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/2ILT7NUVOVCKBGW2IHV3J3345W \
  | 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: d2173fb6957544a09ada41ebb4ef7ced945070ecdd41180081d7f51533a36a6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "881baf56a18a141278c5f0ff5e0b1bc8c42e81d179f3a260cba748894fd7bb8a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-03-11T16:24:26Z",
    "title_canon_sha256": "bbf34fa66e8f6304e075218c4344c35f37ac9c39ba0256a7cc724ff3c0784284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06873",
    "kind": "arxiv",
    "version": 2
  }
}