Pith Number

pith:M4EZGSQI

pith:2015:M4EZGSQIXVKG6KUT2BDDUJ57PZ

not attested not anchored not stored refs pending

Statistical Query Algorithms for Mean Vector Estimation and Stochastic Convex Optimization

Cristobal Guzman, Santosh Vempala, Vitaly Feldman

arxiv:1512.09170 v2 · 2015-12-30 · cs.LG · cs.DS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M4EZGSQIXVKG6KUT2BDDUJ57PZ}

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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

Finite and Corruption-Robust Regret Bounds in Online Inverse Linear Optimization under M-Convex Action Sets

Receipt and verification

First computed	2026-05-18T00:57:31.613630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6709934a08bd546f2a93d0463a27bf7e55aaada678a0ca240afa65f2815c5b0e

Aliases

arxiv: 1512.09170 · arxiv_version: 1512.09170v2 · doi: 10.48550/arxiv.1512.09170 · pith_short_12: M4EZGSQIXVKG · pith_short_16: M4EZGSQIXVKG6KUT · pith_short_8: M4EZGSQI

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/M4EZGSQIXVKG6KUT2BDDUJ57PZ \
  | 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: 6709934a08bd546f2a93d0463a27bf7e55aaada678a0ca240afa65f2815c5b0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae7b692fbdc2d1154241ebfd2821fe2006e6c565702ab704ad3c63caf60c08dd",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-12-30T22:29:23Z",
    "title_canon_sha256": "e2a8fe1643b37fcb9445911003dac59986d305cd6f35b5e975f89b1dd1ca2638"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.09170",
    "kind": "arxiv",
    "version": 2
  }
}