Pith Number

pith:C6MWKGM4

pith:2024:C6MWKGM463UKZUZLRVGYAZVXS2

not attested not anchored not stored refs pending

Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure

Hongming Pu, T. Tony Cai

arxiv:2401.12272 v1 · 2024-01-22 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{C6MWKGM463UKZUZLRVGYAZVXS2}

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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

4 papers in Pith

Distributed Prediction under Heterogeneity with Unidentifiable Parameter

Tuning-Free Efficient Estimation for Multi-Source Data via Covariance-Aware Shrinkage

Transfer Learning for Moderate-Dimensional Ridge-Regularized Robust Linear Regression

Transfer Learning for Robust Structured Regression with Bi-level Source Detection

Receipt and verification

First computed	2026-07-05T07:36:28.344166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

179965199cf6e8acd32b8d4d8066b7969ea9cb881cd7703b1af65ae126c2a67f

Aliases

arxiv: 2401.12272 · arxiv_version: 2401.12272v1 · doi: 10.48550/arxiv.2401.12272 · pith_short_12: C6MWKGM463UK · pith_short_16: C6MWKGM463UKZUZL · pith_short_8: C6MWKGM4

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/C6MWKGM463UKZUZLRVGYAZVXS2 \
  | 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: 179965199cf6e8acd32b8d4d8066b7969ea9cb881cd7703b1af65ae126c2a67f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "334e8af43dbf4e240b8874948389fe0d97c8dbd0588d59045b5c741b344539ac",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-01-22T16:24:04Z",
    "title_canon_sha256": "24b4751cdfec2be0bab5e63cce0a7f9be6d12accf551fdb05ee32760f94c9002"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12272",
    "kind": "arxiv",
    "version": 1
  }
}