Pith Number

pith:EKR6GZ77

pith:2020:EKR6GZ77T5V5PQORPTBQ25UB3H

not attested not anchored not stored refs pending

The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks

Gilad Yehudai, Itay Safran, Ohad Shamir

arxiv:2006.01005 v2 · 2020-06-01 · 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{EKR6GZ77T5V5PQORPTBQ25UB3H}

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.

Receipt and verification

First computed	2026-07-05T03:01:52.086712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22a3e367ff9f6bd7c1d17cc30d7681d9de32475c8557fba72ce7231db2c33e00

Aliases

arxiv: 2006.01005 · arxiv_version: 2006.01005v2 · doi: 10.48550/arxiv.2006.01005 · pith_short_12: EKR6GZ77T5V5 · pith_short_16: EKR6GZ77T5V5PQOR · pith_short_8: EKR6GZ77

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/EKR6GZ77T5V5PQORPTBQ25UB3H \
  | 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: 22a3e367ff9f6bd7c1d17cc30d7681d9de32475c8557fba72ce7231db2c33e00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21de4d4dfef46f6d687bf9a198b0c4a8b222388b6d73259404276b2e681b2ba7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-01T15:13:15Z",
    "title_canon_sha256": "57482e744241af91f26f59a137d27415fccc91e5dfa3173addfdf9d3b27dbdf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.01005",
    "kind": "arxiv",
    "version": 2
  }
}