Pith Number

pith:ON7MVGR7

pith:2022:ON7MVGR7T3EBYCBTIS7JCFH6SI

not attested not anchored not stored refs pending

Adaptive Learning Rates for Faster Stochastic Gradient Methods

Konstantin Mishchenko, Peter Richt\'arik, Samuel Horv\'ath

arxiv:2208.05287 v1 · 2022-08-10 · cs.LG · math.OC

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\usepackage{pith}
\pithnumber{ON7MVGR7T3EBYCBTIS7JCFH6SI}

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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

Tighter Performance Theory of FedExProx

Receipt and verification

First computed	2026-07-05T04:47:34.335873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

737eca9a3f9ec81c083344be9114fe921824908657b82b3b7365b0b2d05ce0a4

Aliases

arxiv: 2208.05287 · arxiv_version: 2208.05287v1 · doi: 10.48550/arxiv.2208.05287 · pith_short_12: ON7MVGR7T3EB · pith_short_16: ON7MVGR7T3EBYCBT · pith_short_8: ON7MVGR7

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/ON7MVGR7T3EBYCBTIS7JCFH6SI \
  | 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: 737eca9a3f9ec81c083344be9114fe921824908657b82b3b7365b0b2d05ce0a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8355e14f7c9eccbb3de21c9173efc3726162cb128fdcbc8ed0b48156b5bce672",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-10T11:36:00Z",
    "title_canon_sha256": "e94f208c41c93889d567cf8bfe2c4c7e1bb577c2c4254cd2a4dea56409c7c80f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.05287",
    "kind": "arxiv",
    "version": 1
  }
}