Pith Number

pith:PWRFCPCM

pith:2019:PWRFCPCMXZF76C7U74VKA5HYFZ

not attested not anchored not stored refs pending

Anderson Acceleration of Proximal Gradient Methods

Mikael Johansson, Vien V. Mai

arxiv:1910.08590 v2 · 2019-10-18 · math.OC · cs.LG

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\usepackage{pith}
\pithnumber{PWRFCPCMXZF76C7U74VKA5HYFZ}

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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

Restart and Adaptive Acceleration in Stochastic Gradient Methods

Receipt and verification

First computed	2026-07-05T01:10:12.386363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7da2513c4cbe4bff0bf4ff2aa074f82e786aea9e27aa18216a304eda20732a59

Aliases

arxiv: 1910.08590 · arxiv_version: 1910.08590v2 · doi: 10.48550/arxiv.1910.08590 · pith_short_12: PWRFCPCMXZF7 · pith_short_16: PWRFCPCMXZF76C7U · pith_short_8: PWRFCPCM

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/PWRFCPCMXZF76C7U74VKA5HYFZ \
  | 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: 7da2513c4cbe4bff0bf4ff2aa074f82e786aea9e27aa18216a304eda20732a59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51cd3b1a5fabbc0c2284765b2c8eb5ceed2b8b6263a7a932def25cd94b488a18",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2019-10-18T19:05:00Z",
    "title_canon_sha256": "cca1013c08150f8d7dd85f463722a2a223e1824318e19d1c5a1aebb4a0811b57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.08590",
    "kind": "arxiv",
    "version": 2
  }
}