Pith Number

pith:RH672XDI

pith:2024:RH672XDIC7QVDWOHB45MZBGHKP

not attested not anchored not stored refs pending

Clipping Improves Adam-Norm and AdaGrad-Norm when the Noise Is Heavy-Tailed

Aleksandr Beznosikov, Alexander Gasnikov, Andrei Semenov, Eduard Gorbunov, Martin Tak\'a\v{c}, Samuel Horv\'ath, Savelii Chezhegov, Yaroslav Klyukin

arxiv:2406.04443 v3 · 2024-06-06 · cs.LG · 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{RH672XDIC7QVDWOHB45MZBGHKP}

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

5 papers in Pith

Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers

Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence

Why SGD is not Brownian Motion: A New Perspective on Stochastic Dynamics

Stochastic Non-Smooth Convex Optimization with Unbounded Gradients

Gradient Clipping Beyond Vector Norms: A Spectral Approach for Matrix-Valued Parameters

Receipt and verification

First computed	2026-07-05T11:53:40.933689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89fdfd5c6817e151d9c70f3acc84c753e54d4b0c193cf59c01871dad9ed0a940

Aliases

arxiv: 2406.04443 · arxiv_version: 2406.04443v3 · doi: 10.48550/arxiv.2406.04443 · pith_short_12: RH672XDIC7QV · pith_short_16: RH672XDIC7QVDWOH · pith_short_8: RH672XDI

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/RH672XDIC7QVDWOHB45MZBGHKP \
  | 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: 89fdfd5c6817e151d9c70f3acc84c753e54d4b0c193cf59c01871dad9ed0a940

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36d15ce3e54aa32d8b46b901d551f2ccaf0341f8e179dd5a3e7b1c3be85aeb1c",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T18:49:10Z",
    "title_canon_sha256": "abb18bb522547cae3408a07453c7c2221da059a73cf5421ee6e99226cbf56c65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04443",
    "kind": "arxiv",
    "version": 3
  }
}