Pith Number

pith:LB6RWYNX

pith:2023:LB6RWYNXQPAWAOF7MKB2QB5SYA

not attested not anchored not stored refs pending

Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms

Dheeraj Baby, Saurabh Garg, Sivaraman Balakrishnan, Tzu-Ching Yen, Yu-Xiang Wang, Zachary Chase Lipton

arxiv:2305.19570 v1 · 2023-05-31 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LB6RWYNXQPAWAOF7MKB2QB5SYA}

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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

The Statistical Cost of Adaptation in Multi-Source Transfer Learning

Receipt and verification

First computed	2026-07-05T06:15:51.955088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

587d1b61b783c16038bf6283a807b2c031ea8c6647b9bda554b9000d2217414e

Aliases

arxiv: 2305.19570 · arxiv_version: 2305.19570v1 · doi: 10.48550/arxiv.2305.19570 · pith_short_12: LB6RWYNXQPAW · pith_short_16: LB6RWYNXQPAWAOF7 · pith_short_8: LB6RWYNX

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/LB6RWYNXQPAWAOF7MKB2QB5SYA \
  | 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: 587d1b61b783c16038bf6283a807b2c031ea8c6647b9bda554b9000d2217414e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2e38f89d90234e98f18d07459fabec210367731ac7a63560351fa199f20e890",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-05-31T05:39:52Z",
    "title_canon_sha256": "17faed9019ece12448fe382a850cc49d76c5f0ce2c472fb96cd3f80ef4483311"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19570",
    "kind": "arxiv",
    "version": 1
  }
}