Pith Number

pith:Q2JDWIBC

pith:2022:Q2JDWIBCRQME36V3YSSJ7EIJJ5

not attested not anchored not stored refs pending

Smoothed Online Optimization with Unreliable Predictions

Adam Wierman, Daan Rutten, Debankur Mukherjee, Nico Christianson

arxiv:2202.03519 v2 · 2022-02-07 · 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{Q2JDWIBCRQME36V3YSSJ7EIJJ5}

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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

Learning-Augmented Online Control for Decarbonizing Water Infrastructures

Receipt and verification

First computed	2026-07-05T05:10:54.182264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86923b20228c184dfabbc4a49f91094f5d7c53e9552d174b27c6cef52645a38d

Aliases

arxiv: 2202.03519 · arxiv_version: 2202.03519v2 · doi: 10.48550/arxiv.2202.03519 · pith_short_12: Q2JDWIBCRQME · pith_short_16: Q2JDWIBCRQME36V3 · pith_short_8: Q2JDWIBC

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/Q2JDWIBCRQME36V3YSSJ7EIJJ5 \
  | 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: 86923b20228c184dfabbc4a49f91094f5d7c53e9552d174b27c6cef52645a38d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf398d81d9ff7ad12113c9d9a20ecf7d4e517a38c617b19d88d53e22f7f066e1",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-07T21:08:02Z",
    "title_canon_sha256": "b98179a0654a556f8f4e0aa32e0e50602037377d4cfde8f9edb44244653bd4f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03519",
    "kind": "arxiv",
    "version": 2
  }
}