Pith Number

pith:RCEJQYLZ

pith:2023:RCEJQYLZE476X25UPM437ADAUM

not attested not anchored not stored refs pending

Symbolic Discovery of Optimization Algorithms

Chen Liang, Cho-Jui Hsieh, Da Huang, Esteban Real, Hieu Pham, Kaiyuan Wang, Quoc V. Le, Thang Luong, Xiangning Chen, Xuanyi Dong, Yao Liu, Yifeng Lu

arxiv:2302.06675 v4 · 2023-02-13 · cs.LG · cs.AI · cs.CL · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RCEJQYLZE476X25UPM437ADAUM}

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

17 papers in Pith

Causal Optimizer Interaction Calculus: Hidden Geometric Relaxation and Identifiable Interventions

Improving Neural Network Training by Decoupling the Magnitude and Direction of Weight Vectors

Token Geometry

Optimizer Memory Makes Shuffle Order a First-Order Source of Fine-Tuning Noise

Sparse Mamba Decoder for Quantum Error Correction: Efficient Defect-Centric Processing of Surface Code Syndromes

Receipt and verification

First computed	2026-07-05T06:08:20.771354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8888986179273febebb47b39bf8060a33626b9ae4d8076b26f82da13ca91f269

Aliases

arxiv: 2302.06675 · arxiv_version: 2302.06675v4 · doi: 10.48550/arxiv.2302.06675 · pith_short_12: RCEJQYLZE476 · pith_short_16: RCEJQYLZE476X25U · pith_short_8: RCEJQYLZ

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/RCEJQYLZE476X25UPM437ADAUM \
  | 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: 8888986179273febebb47b39bf8060a33626b9ae4d8076b26f82da13ca91f269

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77d6a4908d1d7c58e559d4c8aaf8f54f9daf8b2f58a407e1ab58854d897a3213",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T20:27:30Z",
    "title_canon_sha256": "18f0fa3d2eefe3f8951e908fe98597c453095408fc762b4c5ffb75c6aa1e4c73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06675",
    "kind": "arxiv",
    "version": 4
  }
}