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Pith Number

pith:MTPQN5LT

pith:2020:MTPQN5LT7CAGRHEG6AL6Z3CTPD
not attested not anchored not stored refs pending

Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses

Crist\'obal Guzm\'an, Kunal Talwar, Raef Bassily, Vitaly Feldman

arxiv:2006.06914 v1 · 2020-06-12 · cs.LG · math.OC · stat.ML

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\usepackage{pith}
\pithnumber{MTPQN5LT7CAGRHEG6AL6Z3CTPD}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T01:09:48.014289Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

64df06f573f880689c86f017ecec5378c658f77c75aafee8cef9e6d31ffd86fe

Aliases

arxiv: 2006.06914 · arxiv_version: 2006.06914v1 · doi: 10.48550/arxiv.2006.06914 · pith_short_12: MTPQN5LT7CAG · pith_short_16: MTPQN5LT7CAGRHEG · pith_short_8: MTPQN5LT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MTPQN5LT7CAGRHEG6AL6Z3CTPD \
  | 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: 64df06f573f880689c86f017ecec5378c658f77c75aafee8cef9e6d31ffd86fe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0fa9b43130ed436e7f316bd5852056230429c7ad27e60e3aa3ab76447419a960",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T02:45:21Z",
    "title_canon_sha256": "b9891de31d65a96361d76ad866808b3cbd3178ff240b279d5aad289c95def687"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.06914",
    "kind": "arxiv",
    "version": 1
  }
}