Pith Number

pith:6ASAKQZP

pith:2023:6ASAKQZPMQ3RYWDJEYFVL5YVUD

not attested not anchored not stored refs pending

Privacy Loss of Noisy Stochastic Gradient Descent Might Converge Even for Non-Convex Losses

Mario Diaz, Shahab Asoodeh

arxiv:2305.09903 v1 · 2023-05-17 · cs.LG · cs.CR · cs.IT · math.IT · 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{6ASAKQZPMQ3RYWDJEYFVL5YVUD}

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

2 papers in Pith

Local and Global Contraction Principles for MCMC Mixing

Privacy Amplification in Differentially Private Zeroth-Order Optimization with Hidden States

Receipt and verification

First computed	2026-07-05T06:11:07.057761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f02405432f64371c5869260b55f715a0fb58afcc5714603be459f3b19099f319

Aliases

arxiv: 2305.09903 · arxiv_version: 2305.09903v1 · doi: 10.48550/arxiv.2305.09903 · pith_short_12: 6ASAKQZPMQ3R · pith_short_16: 6ASAKQZPMQ3RYWDJ · pith_short_8: 6ASAKQZP

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/6ASAKQZPMQ3RYWDJEYFVL5YVUD \
  | 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: f02405432f64371c5869260b55f715a0fb58afcc5714603be459f3b19099f319

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "719b3a2bcbaa2ab5a7140f22b5ad05ffcd6f3f53d1dfa1a1466d2bdddfdb600f",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.IT",
      "math.IT",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-17T02:25:56Z",
    "title_canon_sha256": "913d020997617388a98a7efba698730f305753d4da217307004dece600cf5562"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.09903",
    "kind": "arxiv",
    "version": 1
  }
}