Pith Number

pith:44CG5JVO

pith:2023:44CG5JVO5QFSQOLGZPLFJL7ZNV

not attested not anchored not stored refs pending

MoMo: Momentum Models for Adaptive Learning Rates

Aaron Defazio, Fabian Schaipp, Michael Eickenberg, Robert M. Gower, Ruben Ohana

arxiv:2305.07583 v3 · 2023-05-12 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{44CG5JVO5QFSQOLGZPLFJL7ZNV}

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

3 papers in Pith

Zero-order Parameter-free Optimization for LMO-based Methods: Novel Approach for Efficient Fine-tuning

Adaptive Memory Momentum via a Model-Based Framework for Deep Learning Optimization

Gradient Clipping Beyond Vector Norms: A Spectral Approach for Matrix-Valued Parameters

Receipt and verification

First computed	2026-07-05T08:27:40.386685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7046ea6aeec0b283966cbd654aff96d564e7f21e7e774ef1b08b69c0c2e5c90

Aliases

arxiv: 2305.07583 · arxiv_version: 2305.07583v3 · doi: 10.48550/arxiv.2305.07583 · pith_short_12: 44CG5JVO5QFS · pith_short_16: 44CG5JVO5QFSQOLG · pith_short_8: 44CG5JVO

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/44CG5JVO5QFSQOLGZPLFJL7ZNV \
  | 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: e7046ea6aeec0b283966cbd654aff96d564e7f21e7e774ef1b08b69c0c2e5c90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f505356e4cf80fec5a2704b7d5829918eeb232308abc35829a90ebadf560602",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-12T16:25:57Z",
    "title_canon_sha256": "741bd7f615d635f7ff56a10501eb8b5f17af427a20b98ff55a8b319021b64366"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07583",
    "kind": "arxiv",
    "version": 3
  }
}