Pith Number

pith:NKSQ34SL

pith:2021:NKSQ34SLZBPEBR2KW2CJ7CPPU3

not attested not anchored not stored refs pending

A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip

Adrien Taylor, Francis Bach, Hadrien Hendrikx, Laurent Massouli\'e, Mathieu Even, Nicolas Flammarion, Pierre Gaillard, Rapha\"el Berthier

arxiv:2106.07644 v2 · 2021-06-10 · math.OC · cs.LG · cs.MA · math.PR · 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{NKSQ34SLZBPEBR2KW2CJ7CPPU3}

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	2026-07-05T03:26:18.298080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6aa50df24bc85e40c74ab6849f89efa6d0d30353f65b6c0f700ddc1d2610ab79

Aliases

arxiv: 2106.07644 · arxiv_version: 2106.07644v2 · doi: 10.48550/arxiv.2106.07644 · pith_short_12: NKSQ34SLZBPE · pith_short_16: NKSQ34SLZBPEBR2K · pith_short_8: NKSQ34SL

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/NKSQ34SLZBPEBR2KW2CJ7CPPU3 \
  | 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: 6aa50df24bc85e40c74ab6849f89efa6d0d30353f65b6c0f700ddc1d2610ab79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6c1182f003fc8fdb5060c60473c65ecd523185e949dcd54a93751eeb9e76f41",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "math.PR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-06-10T08:35:55Z",
    "title_canon_sha256": "93ab011623088258798e7149987343df63250795e811da1a4e1cc963460d94c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07644",
    "kind": "arxiv",
    "version": 2
  }
}