Pith Number

pith:RA3MZQ2Y

pith:2019:RA3MZQ2Y6T4HYXWFIAYBQ2WGCO

not attested not anchored not stored refs pending

Sinkhorn Algorithm as a Special Case of Stochastic Mirror Descent

Konstantin Mishchenko

arxiv:1909.06918 v1 · 2019-09-16 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RA3MZQ2Y6T4HYXWFIAYBQ2WGCO}

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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

Nonlocal Onsager Operators and Entropy Dissipation for Finite-State Schr\"odinger Bridges

Effective dynamics of the Sinkhorn algorithm in the regime of low entropy regularization

Sharp $O(1/k)$ convergence rate for the Sinkhorn algorithm via a local analysis

Accelerating Sinkhorn for Entropy-Regularized Optimal Transport

Receipt and verification

First computed	2026-07-05T00:04:51.409940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8836ccc358f4f87c5ec54030186ac61397d6c83953cf0cab980d930c14f0e572

Aliases

arxiv: 1909.06918 · arxiv_version: 1909.06918v1 · doi: 10.48550/arxiv.1909.06918 · pith_short_12: RA3MZQ2Y6T4H · pith_short_16: RA3MZQ2Y6T4HYXWF · pith_short_8: RA3MZQ2Y

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/RA3MZQ2Y6T4HYXWFIAYBQ2WGCO \
  | 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: 8836ccc358f4f87c5ec54030186ac61397d6c83953cf0cab980d930c14f0e572

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad7fc6866b952185a97f5db05a6ddf52addd659195a1b6ff3249b18e7c5d1063",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-16T00:58:17Z",
    "title_canon_sha256": "f3c9ec1b5d8b89dd33e67a4a1c259f5cac809ce43d3a7a44a17c3330ab8d3bef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06918",
    "kind": "arxiv",
    "version": 1
  }
}