Pith Number

pith:DLOOAGLD

pith:2021:DLOOAGLDBXCIEGLGDTYUIYQBAC

not attested not anchored not stored refs pending

To Raise or Not To Raise: The Autonomous Learning Rate Question

Gaurav Kumar, Michael Potter, Tao Tan, Theodore Trafalis, V. Ratna Saripalli, Xiaomeng Dong, Yun-chan Tsai

arxiv:2106.08767 v3 · 2021-06-16 · 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{DLOOAGLDBXCIEGLGDTYUIYQBAC}

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.

Receipt and verification

First computed	2026-07-05T06:35:02.968511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1adce019630dc48219661cf144620100bf5a39f13aecfc0b43728476dfc4ddf5

Aliases

arxiv: 2106.08767 · arxiv_version: 2106.08767v3 · doi: 10.48550/arxiv.2106.08767 · pith_short_12: DLOOAGLDBXCI · pith_short_16: DLOOAGLDBXCIEGLG · pith_short_8: DLOOAGLD

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/DLOOAGLDBXCIEGLGDTYUIYQBAC \
  | 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: 1adce019630dc48219661cf144620100bf5a39f13aecfc0b43728476dfc4ddf5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21775ae5837986056c4b799d4aeb967377d904e225621d9d1be0c99d24eeeeb2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-16T13:22:52Z",
    "title_canon_sha256": "ac91ecf38de64dbd86b9d8519d54bbdabf8ab2375422243f8db0a16a364df75d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.08767",
    "kind": "arxiv",
    "version": 3
  }
}