Pith Number

pith:GWOC47LZ

pith:2018:GWOC47LZKSQ2734QEIOKXVE7TD

not attested not anchored not stored refs pending

Mad Max: Affine Spline Insights into Deep Learning

Randall Balestriero, Richard Baraniuk

arxiv:1805.06576 v5 · 2018-05-17 · 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{GWOC47LZKSQ2734QEIOKXVE7TD}

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

The Linear Centroids Hypothesis: Features as Directions Learned by Local Experts

Locally Near Optimal Piecewise Linear Regression in High Dimensions via Difference of Max-Affine Functions

The Linear Centroids Hypothesis: Features as Directions Learned by Local Experts

Receipt and verification

First computed	2026-05-18T00:01:09.353178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

359c2e7d7954a1afef90221cabd49f98c19113210374199f18a6a7a163cad532

Aliases

arxiv: 1805.06576 · arxiv_version: 1805.06576v5 · doi: 10.48550/arxiv.1805.06576 · pith_short_12: GWOC47LZKSQ2 · pith_short_16: GWOC47LZKSQ2734Q · pith_short_8: GWOC47LZ

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/GWOC47LZKSQ2734QEIOKXVE7TD \
  | 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: 359c2e7d7954a1afef90221cabd49f98c19113210374199f18a6a7a163cad532

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf5b301da40ebd624be5cb7a34e654ecc7eafe008200b13beb28319224ea92d0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-17T02:04:54Z",
    "title_canon_sha256": "ed71af2a73162feaabc05427a4a30e8bdca0c8236eb71d4a5b2930cefd39c86a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.06576",
    "kind": "arxiv",
    "version": 5
  }
}