Pith Number

pith:OCXKLV42

pith:2016:OCXKLV426LDXCCJME7JSY36CQW

not attested not anchored not stored refs pending

Entropy-SGD: Biasing Gradient Descent Into Wide Valleys

Anna Choromanska, Carlo Baldassi, Christian Borgs, Jennifer Chayes, Levent Sagun, Pratik Chaudhari, Riccardo Zecchina, Stefano Soatto, Yann LeCun

arxiv:1611.01838 v5 · 2016-11-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OCXKLV426LDXCCJME7JSY36CQW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

4 papers in Pith

Sharpness-Aware Minimization for Efficiently Improving Generalization

On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Estimating Implicit Regularization in Deep Learning

Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting

Receipt and verification

First computed	2026-05-18T00:46:02.389976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70aea5d79af2c771092c27d32c6fc285a5148dd5ea3f5b3d479333e27092d377

Aliases

arxiv: 1611.01838 · arxiv_version: 1611.01838v5 · doi: 10.48550/arxiv.1611.01838 · pith_short_12: OCXKLV426LDX · pith_short_16: OCXKLV426LDXCCJM · pith_short_8: OCXKLV42

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/OCXKLV426LDXCCJME7JSY36CQW \
  | 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: 70aea5d79af2c771092c27d32c6fc285a5148dd5ea3f5b3d479333e27092d377

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b36b9ae1b94b7e17adc82c70bf48fb68b45ba8c4d9f9ebf21f09ffaac022add",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-06T20:22:49Z",
    "title_canon_sha256": "98edffd0d0debf11130af9ab391f0ae517df463424820ad98268b62bc1ad299c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.01838",
    "kind": "arxiv",
    "version": 5
  }
}