Pith Number

pith:DTYLZZTF

pith:2021:DTYLZZTF4HCIWZUYMBRPSM3WA3

not attested not anchored not stored refs pending

Knowledge Distillation as Semiparametric Inference

Govinda M Kamath, Lester Mackey, Tri Dao, Vasilis Syrgkanis

arxiv:2104.09732 v1 · 2021-04-20 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTYLZZTF4HCIWZUYMBRPSM3WA3}

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

Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models

Receipt and verification

First computed	2026-07-05T02:33:36.547528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cf0bce665e1c48b66986062f9337606ffbcc49a73df81c86f2029546a12a9e0

Aliases

arxiv: 2104.09732 · arxiv_version: 2104.09732v1 · doi: 10.48550/arxiv.2104.09732 · pith_short_12: DTYLZZTF4HCI · pith_short_16: DTYLZZTF4HCIWZUY · pith_short_8: DTYLZZTF

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/DTYLZZTF4HCIWZUYMBRPSM3WA3 \
  | 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: 1cf0bce665e1c48b66986062f9337606ffbcc49a73df81c86f2029546a12a9e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ded101ed409610cc4385e229b2ad71d7561179f67cc07c653a703f880ef3339",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-04-20T03:00:45Z",
    "title_canon_sha256": "b459041c296c5e4b83a63ee94349accdf5239f6f33fb8d1616b2963fa7b7c65f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.09732",
    "kind": "arxiv",
    "version": 1
  }
}