Pith Number

pith:LSMPQUTB

pith:2019:LSMPQUTBB4O77I7OPBZUQLEMTP

not attested not anchored not stored refs pending

Adaptive Gradient Descent without Descent

Konstantin Mishchenko, Yura Malitsky

arxiv:1910.09529 v2 · 2019-10-21 · math.OC · cs.LG · cs.NA · math.NA · 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{LSMPQUTBB4O77I7OPBZUQLEMTP}

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

8 papers in Pith

Zero-order Parameter-free Optimization for LMO-based Methods: Novel Approach for Efficient Fine-tuning

Exponential Adaptive Smoothing and Importance Sampling for Optimization of the Conditional Value-at-Risk

Adaptive Accelerated Mirror Descent in Primal and Dual Spaces

SGD at the Edge of Stability: Stochastic Stabilization with Large Learning Rates

Projected gradient methods for nonconvex and stochastic smooth optimization: new complexities and auto-conditioned stepsizes

Receipt and verification

First computed	2026-07-05T01:27:19.654726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c98f852610f1dffa3ee7873482c8c9bf7f16bf0113a0c273a09ffd2c5215065

Aliases

arxiv: 1910.09529 · arxiv_version: 1910.09529v2 · doi: 10.48550/arxiv.1910.09529 · pith_short_12: LSMPQUTBB4O7 · pith_short_16: LSMPQUTBB4O77I7O · pith_short_8: LSMPQUTB

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/LSMPQUTBB4O77I7OPBZUQLEMTP \
  | 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: 5c98f852610f1dffa3ee7873482c8c9bf7f16bf0113a0c273a09ffd2c5215065

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54702e064a21ba5eb2b48804b4a358468f76eac276048a1b31b9ce58f6c8f0e3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2019-10-21T17:49:29Z",
    "title_canon_sha256": "a56ad6f0ffe3e2cf043c6d3d7a119f5d5d7f6106450d5b9e15f01efb3ad7d81f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.09529",
    "kind": "arxiv",
    "version": 2
  }
}