{
  "article_slug": "curriculum-sampling-objectives",
  "claims": [
    {
      "id": "s1",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "1. Ordering and weighting are different interventions"
    },
    {
      "id": "s2",
      "kind": "source_based_review",
      "sources": [
        "dl3-b-curriculum-sampling-objectives-1",
        "dl3-b-curriculum-sampling-objectives-2",
        "dl3-b-curriculum-sampling-objectives-3",
        "dl3-b-curriculum-sampling-objectives-4",
        "dl3-b-curriculum-sampling-objectives-5",
        "dl3-b-curriculum-sampling-objectives-6"
      ],
      "claim": "2. Primary work spans teaching schedules and importance sampling"
    },
    {
      "id": "s3",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "3. Declare the target risk before designing a sampler"
    },
    {
      "id": "s4",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "4. A two-example model exposes the shifted optimum"
    },
    {
      "id": "s5",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "5. Importance correction restores one expectation"
    },
    {
      "id": "s6",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "6. Variance depends on the actual gradients"
    },
    {
      "id": "s7",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "7. Order can matter without changing total exposure"
    },
    {
      "id": "s8",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "8. A changing schedule need not imply a fixed objective"
    },
    {
      "id": "s9",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "9. Difficulty is relative to a learner and a task"
    },
    {
      "id": "s10",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "10. Selection can amplify blind spots"
    },
    {
      "id": "s11",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "11. Prioritized replay has additional dependence"
    },
    {
      "id": "s12",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "12. Scoring overhead can erase apparent efficiency"
    },
    {
      "id": "s13",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "13. Sampling and weighting need implementation tests"
    },
    {
      "id": "s14",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "14. An evaluation that distinguishes mechanisms"
    },
    {
      "id": "s15",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "15. What the finite program verifies"
    },
    {
      "id": "s16",
      "kind": "author_analysis_or_verification_proposal",
      "sources": [],
      "claim": "16. Toward clearer claims about learning schedules"
    }
  ]
}