Pith Number

pith:MRRIPRR7

pith:2025:MRRIPRR7ZHBG6AZKX3MAJCR2PF

not attested not anchored not stored refs pending

Decision-Dependent Stochastic Optimization: The Role of Distribution Dynamics

Florian D\"orfler, Michael Muehlebach, Saverio Bolognani, Zhiyu He

arxiv:2503.07324 v1 · 2025-03-10 · math.OC · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MRRIPRR7ZHBG6AZKX3MAJCR2PF}

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

3 papers in Pith

Online Feedback Optimization for Constrained Stochastic Problems with Decision-Dependent Distributions: Extended Version

Robust Strategic Classification under Decision-Dependent Cost Uncertainty

Complexity Guarantees for Zeroth-order Methods via Exponentially-shifted Gaussian Smoothing: Mitigating Dimension-dependence and Incorporating Decision-dependence

Receipt and verification

First computed	2026-07-05T10:27:53.898859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

646287c63fc9c26f032abed8048a3a79658e768500c2f5f461f56ab150f053e4

Aliases

arxiv: 2503.07324 · arxiv_version: 2503.07324v1 · doi: 10.48550/arxiv.2503.07324 · pith_short_12: MRRIPRR7ZHBG · pith_short_16: MRRIPRR7ZHBG6AZK · pith_short_8: MRRIPRR7

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/MRRIPRR7ZHBG6AZKX3MAJCR2PF \
  | 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: 646287c63fc9c26f032abed8048a3a79658e768500c2f5f461f56ab150f053e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48174e11c0297340493f83702005dd918995c9ffdeaa0f39385ffd2fe864d51a",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-03-10T13:39:57Z",
    "title_canon_sha256": "acdf750319622914e11d3fbbadfa2377674ba39c0b1cbc1757d413d2b7d48f81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07324",
    "kind": "arxiv",
    "version": 1
  }
}