Pith Number

pith:NRMTXU6E

pith:2020:NRMTXU6E3B2R2BGGBSVH3RLTHK

not attested not anchored not stored refs pending

Disentangling Adaptive Gradient Methods from Learning Rates

Cyril Zhang, Elad Hazan, Naman Agarwal, Rohan Anil, Tomer Koren

arxiv:2002.11803 v1 · 2020-02-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NRMTXU6E3B2R2BGGBSVH3RLTHK}

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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

2 papers in Pith

Spectral Scaling Laws of Muon

FOAM: Frequency and Operator Error-Based Adaptive Damping Method for Reducing Staleness-Oriented Error for Shampoo

Receipt and verification

First computed	2026-07-05T00:44:09.159735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c593bd3c4d8751d04c60caa7dc5733a8f23169c77c3681571cb13c49b32b289

Aliases

arxiv: 2002.11803 · arxiv_version: 2002.11803v1 · doi: 10.48550/arxiv.2002.11803 · pith_short_12: NRMTXU6E3B2R · pith_short_16: NRMTXU6E3B2R2BGG · pith_short_8: NRMTXU6E

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/NRMTXU6E3B2R2BGGBSVH3RLTHK \
  | 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: 6c593bd3c4d8751d04c60caa7dc5733a8f23169c77c3681571cb13c49b32b289

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9679d76b890db41d4fe331914349691d71ca2a7d6f6326522de8c5417bc1625",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-26T21:42:49Z",
    "title_canon_sha256": "e2304e3fc35c995f32b5cba948a4c36bfa04fff34bdca500690394bb45ae5b84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.11803",
    "kind": "arxiv",
    "version": 1
  }
}