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+:PROPERTIES:
+:ID: 9b50caf2-d259-4848-b7f5-22a9288e8ba2
+:END:
+
+#+title: thesis/discussion
+#+filetags: :project: :knowledge: :discussion:
+
+:PROPERTIES:
+:ID: thesis-discussion
+:END:
+
+#+title: thesis/discussion
+#+filetags: :project: :knowledge: :discussion:
+
+Chapters 5–6 of the BGU MSc thesis on ROLL (Discussion + Conclusion). Not yet written.
+Parent: [[id:6294e2be-6189-4473-b363-a1dd9a75fb9b][thesis]]
+
+** Guidelines
+
+- Target length: 8–12 pages combined
+- Discussion: results interpretation, failure modes (when does KDE ROLL underperform?), limitations
+- Conclusion: summary of contributions, future work
+- Future work candidates: learned/adaptive bandwidth, extension beyond binary classification,
+  theoretical convergence guarantees, multi-class generalization