Pith Number

pith:5P2TZRRO

pith:2021:5P2TZRROD6I4UG7ULZTYCA3PMT

not attested not anchored not stored refs pending

Continual Learning with Differential Privacy

My T. Thai, NHatHai Phan, Phung Lai, Pradnya Desai

arxiv:2110.05223 v1 · 2021-10-11 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5P2TZRROD6I4UG7ULZTYCA3PMT}

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

What is the role of memorization in Continual Learning?

Receipt and verification

First computed	2026-07-05T03:21:26.702723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebf53cc62e1f91ca1bf45e6781036f64e3f557d0d4ff4adfc2bd8e82d0fd1aec

Aliases

arxiv: 2110.05223 · arxiv_version: 2110.05223v1 · doi: 10.48550/arxiv.2110.05223 · pith_short_12: 5P2TZRROD6I4 · pith_short_16: 5P2TZRROD6I4UG7U · pith_short_8: 5P2TZRRO

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/5P2TZRROD6I4UG7ULZTYCA3PMT \
  | 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: ebf53cc62e1f91ca1bf45e6781036f64e3f557d0d4ff4adfc2bd8e82d0fd1aec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cf194d085891d9dfe1fcae7cae07e7573a1576e7cfd2399dd7ea4f80b3c0a0e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-11T12:39:55Z",
    "title_canon_sha256": "cbbc93371cc642277939f5de7271d7a841319706883a4f4965ce5f1e531f7b4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05223",
    "kind": "arxiv",
    "version": 1
  }
}