Pith Number

pith:6L4K4ALG

pith:2024:6L4K4ALGD6V4IPW4MQQEA4GTD6

not attested not anchored not stored refs pending

Practical Marketplace Optimization at Uber Using Causally-Informed Machine Learning

Abrar Sheikh, Allen T. Zhang, Apoorv Pandey, Bobby Chen, Chen Xu, Guoqing Zhang, Hongtao Sun, Jason Dowlatabadi, Jiaqi Sun, Jingnan Yang, Kaichen Wei, Matthew Walker, Rishabh Narang, Siyu Chen, Uday Mantripragada, Vinayak Iyer, Yu Xuan Hong, Zijun Qin

arxiv:2407.19078 v1 · 2024-07-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6L4K4ALGD6V4IPW4MQQEA4GTD6}

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

1 paper in Pith

Dynamic Synthetic Controls vs. Panel-Aware Double Machine Learning for Geo-Level Marketing Impact Estimation

Receipt and verification

First computed	2026-07-05T08:49:13.631115Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2f8ae01661fabc43edc64204070d31f8aafbd6c366b694ab165d9b17542c834

Aliases

arxiv: 2407.19078 · arxiv_version: 2407.19078v1 · doi: 10.48550/arxiv.2407.19078 · pith_short_12: 6L4K4ALGD6V4 · pith_short_16: 6L4K4ALGD6V4IPW4 · pith_short_8: 6L4K4ALG

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/6L4K4ALGD6V4IPW4MQQEA4GTD6 \
  | 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: f2f8ae01661fabc43edc64204070d31f8aafbd6c366b694ab165d9b17542c834

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e5f7702ffcc6a19c425121dffb789743775f73b97eaa34dccc301e0745e3798",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-26T20:51:37Z",
    "title_canon_sha256": "7d1bd65abdbe130b11e362e4bb061c54f3713fa1bf84ce227c2e54a3158ac416"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19078",
    "kind": "arxiv",
    "version": 1
  }
}