Pith Number

pith:X4SJ44TP

pith:2020:X4SJ44TPMPPRVGU7H4DADKTG6I

not attested not anchored not stored refs pending

A High Probability Analysis of Adaptive SGD with Momentum

Francesco Orabona, Xiaoyu Li

arxiv:2007.14294 v1 · 2020-07-28 · stat.ML · 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{X4SJ44TPMPPRVGU7H4DADKTG6I}

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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

4 papers in Pith

MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization

OptMuon: Closed-Loop Orthogonalized Momentum Methods for Stochastic Optimization with Zero-Noise Optimality

Robust and Fast Training via Per-Sample Clipping

OptMuon: Closed-Loop Orthogonalized Momentum Methods for Stochastic Optimization with Zero-Noise Optimality

Receipt and verification

First computed	2026-07-05T01:22:57.406607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf249e726f63df1a9a9f3f0601aa66f21e9b0b0fe96fc7ff838e4d23af5bb64f

Aliases

arxiv: 2007.14294 · arxiv_version: 2007.14294v1 · doi: 10.48550/arxiv.2007.14294 · pith_short_12: X4SJ44TPMPPR · pith_short_16: X4SJ44TPMPPRVGU7 · pith_short_8: X4SJ44TP

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/X4SJ44TPMPPRVGU7H4DADKTG6I \
  | 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: bf249e726f63df1a9a9f3f0601aa66f21e9b0b0fe96fc7ff838e4d23af5bb64f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99fb11557b5e62b423496f00450ebcb022315ddcf3ae6201c5d04a28b80a66ce",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-07-28T15:06:22Z",
    "title_canon_sha256": "542bc5700b4a48920fac21f362de067b304e2cadea39396d6fafe4e9aa51860d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.14294",
    "kind": "arxiv",
    "version": 1
  }
}