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{
"schema_version": 1,
"title": "Reproduction: Positive Distribution Shift as a Framework for Understanding Tractable Learning",
"emoji": "🎯",
"space_id": "SabaPivot/repro-positive-distribution-shift-tractable-learning",
"paper": {
"arxiv_id": "2602.08907"
},
"tags": [
"icml2026-repro",
"paper-DkLQ40hTlt"
],
"updated_at": "2026-07-30T02:05:11.011702+00:00",
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"title": "Reproduction: Positive Distribution Shift as a Framework for Understanding Tractable Learning",
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"slug": "executive-summary",
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{
"slug": "claim-1-bias-for-variance-tractability",
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"children": []
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"slug": "claim-2-hard-classes-learnable",
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},
{
"slug": "claim-3-computational-not-statistical",
"title": "claim-3-computational-not-statistical",
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},
{
"slug": "claim-4-methods-provenance",
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{
"slug": "claim-5-failure-boundaries",
"title": "failure-boundaries",
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{
"slug": "claim-6-claim-thm43-explicit-noisy-parity-learner",
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},
{
"slug": "claim-7-claim-thm45-layerwise-l1-sparsity",
"title": "claim-thm45-layerwise-l1-sparsity",
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{
"slug": "claim-8-claim-thm46-48-csq-covariance-junta",
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"children": []
},
{
"slug": "claim-9-claim-thm52-53-hierarchy-namq-reduction",
"title": "claim-thm52-53-hierarchy-namq-reduction",
"file": "pages/claim-9-claim-thm52-53-hierarchy-namq-reduction/page.md",
"children": []
},
{
"slug": "claim-10-claim-thm32-circuit-target-channel-diagnostic",
"title": "claim-thm32-circuit-target-channel-diagnostic",
"file": "pages/claim-10-claim-thm32-circuit-target-channel-diagnostic/page.md",
"children": []
},
{
"slug": "conclusion",
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}
]
},
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"revision": "1784291021954103000"
}