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Update logbook: Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors

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Files changed (6) hide show
  1. README.md +2 -2
  2. index.html +1 -1
  3. logbook.json +8 -14
  4. pages/executive-summary/page.md +24 -0
  5. pages/executive-summary/poster_embed.html +1 -0
  6. pages/index.md +4 -3
README.md CHANGED
@@ -1,5 +1,5 @@
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  ---
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- title: "Repro - On the Power of Source Screening for Learning Shared Feature Extractors"
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  emoji: 🎯
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  colorFrom: yellow
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  colorTo: red
@@ -13,6 +13,6 @@ tags:
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  - paper-dTMrITkTr5
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  ---
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- # Repro - On the Power of Source Screening for Learning Shared Feature Extractors
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  An open experiment logbook, published with [Trackio](https://github.com/gradio-app/trackio).
 
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  ---
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+ title: "Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors"
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  emoji: 🎯
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  colorFrom: yellow
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  colorTo: red
 
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  - paper-dTMrITkTr5
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  ---
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+ # Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors
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  An open experiment logbook, published with [Trackio](https://github.com/gradio-app/trackio).
index.html CHANGED
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  <head>
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  <meta charset="utf-8" />
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  <meta name="viewport" content="width=device-width, initial-scale=1" />
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- <title>Repro - On the Power of Source Screening for Learning Shared Feature Extractors</title>
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  <link rel="stylesheet" href="./logbook.css" />
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  </head>
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  <body>
 
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  <head>
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  <meta charset="utf-8" />
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  <meta name="viewport" content="width=device-width, initial-scale=1" />
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+ <title>Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors</title>
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  <link rel="stylesheet" href="./logbook.css" />
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  </head>
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  <body>
logbook.json CHANGED
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  {
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  "schema_version": 1,
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- "title": "Repro - On the Power of Source Screening for Learning Shared Feature Extractors",
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  "emoji": "🎯",
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  "space_id": "SabaPivot/repro-source-screening-shared-features",
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  "paper": {
@@ -10,16 +10,16 @@
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  "icml2026-repro",
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  "paper-dTMrITkTr5"
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  ],
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- "updated_at": "2026-07-17T02:23:35+00:00",
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  "root": {
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  "slug": "index",
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- "title": "Repro - On the Power of Source Screening for Learning Shared Feature Extractors",
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  "file": "pages/index.md",
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  "children": [
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  {
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- "slug": "method-provenance",
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- "title": "Method & provenance",
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- "file": "pages/method-provenance/page.md",
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  "children": []
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  },
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  {
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  "title": "Conclusion",
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  "file": "pages/conclusion/page.md",
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  "children": []
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- },
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- {
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- "slug": "repro-source-screening-shared-features",
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- "title": "repro-source-screening-shared-features",
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- "file": "pages/repro-source-screening-shared-features/page.md",
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- "children": []
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  }
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  ]
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  },
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- "agent_view_tokens": 5411,
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- "revision": "1784255015030042975"
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  }
 
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  {
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  "schema_version": 1,
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+ "title": "Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors",
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  "emoji": "🎯",
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  "space_id": "SabaPivot/repro-source-screening-shared-features",
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  "paper": {
 
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  "icml2026-repro",
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  "paper-dTMrITkTr5"
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  ],
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+ "updated_at": "2026-07-21T06:39:40+00:00",
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  "root": {
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  "slug": "index",
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+ "title": "Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors",
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  "file": "pages/index.md",
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  "children": [
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  {
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+ "slug": "executive-summary",
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+ "title": "Executive summary",
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+ "file": "pages/executive-summary/page.md",
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  "children": []
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  },
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  {
 
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  "title": "Conclusion",
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  "file": "pages/conclusion/page.md",
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  "children": []
 
 
 
 
 
 
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  }
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  ]
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  },
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+ "agent_view_tokens": 4893,
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+ "revision": "1784615980945393244"
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  }
pages/executive-summary/page.md ADDED
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+ # Executive summary
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+
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+
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+ ---
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+ <!-- trackio-cell
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+ {"type": "markdown", "id": "cell_source_reuse_summary", "created_at": "2026-07-21T06:27:02+00:00", "title": "Executive summary", "pinned": true, "pinned_at": "2026-07-21T06:27:02+00:00"}
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+ -->
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+ This logbook synchronizes the full seeded source-screening reproduction from `SabaPivot/repro-source-screening-shared-features` to the canonical long-title Space for the same paper `dTMrITkTr5`.
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+
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+ ## Scope & cost
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+
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+ | Scope | Hardware | Cost |
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+ |---|---|---|
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+ | Theory checks plus seeded screened-versus-full-population experiments | Local CPU | negligible |
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+
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+
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+ ---
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+ <!-- trackio-cell
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+ {"type": "figure", "id": "cell_source_poster", "created_at": "2026-07-21T06:27:05+00:00", "title": "Reproduction poster", "pinned": true, "pinned_at": "2026-07-21T06:27:05+00:00"}
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+ -->
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+ ````html
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+ <!-- poster_embed.html -->
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+ <iframe src="https://chenruishuo-posterly.hf.space" title="Posterly reproduction poster" style="width:100%;height:720px;border:0" loading="lazy"></iframe>
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+ ````
pages/executive-summary/poster_embed.html ADDED
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+ <iframe src="https://chenruishuo-posterly.hf.space" title="Posterly reproduction poster" style="width:100%;height:720px;border:0" loading="lazy"></iframe>
pages/index.md CHANGED
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- # Repro - On the Power of Source Screening for Learning Shared Feature Extractors
 
 
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  ## Pages
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  | Page |
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  | --- |
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- | [Method & provenance](#/method-provenance) |
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  | [Claim 1: Minimax rate on an admissible subset](#/claim-1-minimax-rate-on-an-admissible-subset) |
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  | [Claim 2: Existence under the spectral condition](#/claim-2-existence-under-the-spectral-condition) |
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  | [Claim 3: Selection guarantees](#/claim-3-selection-guarantees) |
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  | [Claim 4: ACSIncome and CelebA](#/claim-4-acsincome-and-celeba) |
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  | [Claim 5: Screened versus full population](#/claim-5-screened-versus-full-population) |
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  | [Conclusion](#/conclusion) |
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- | [repro-source-screening-shared-features](#/repro-source-screening-shared-features) |
 
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+ # Reproduction: On the Power of Source Screening for Learning Shared Feature Extractors
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+
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+ [OpenReview paper](https://openreview.net/forum?id=dTMrITkTr5)
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  ## Pages
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  | Page |
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  | --- |
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+ | [Executive summary](#/executive-summary) |
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  | [Claim 1: Minimax rate on an admissible subset](#/claim-1-minimax-rate-on-an-admissible-subset) |
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  | [Claim 2: Existence under the spectral condition](#/claim-2-existence-under-the-spectral-condition) |
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  | [Claim 3: Selection guarantees](#/claim-3-selection-guarantees) |
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  | [Claim 4: ACSIncome and CelebA](#/claim-4-acsincome-and-celeba) |
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  | [Claim 5: Screened versus full population](#/claim-5-screened-versus-full-population) |
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  | [Conclusion](#/conclusion) |