The paper develops efficient algorithms for ensemble selection from binary and pairwise feedback, achieving (1-1/e) guarantees with query savings for coverage and PTAS-style results via submodular relaxation for theta-winning committees.
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2026 2verdicts
UNVERDICTED 2representative citing papers
Price systems explain approval-based multiwinner voting by modeling voter influence via budgets spent on approved candidates, supported by axioms and a polynomial-time continuous-influence rule that satisfies jointly satisfiable properties.
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Efficient Ensemble Selection from Binary and Pairwise Feedback
The paper develops efficient algorithms for ensemble selection from binary and pairwise feedback, achieving (1-1/e) guarantees with query savings for coverage and PTAS-style results via submodular relaxation for theta-winning committees.
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Explanation Systems for Approval-Based Multiwinner Voting
Price systems explain approval-based multiwinner voting by modeling voter influence via budgets spent on approved candidates, supported by axioms and a polynomial-time continuous-influence rule that satisfies jointly satisfiable properties.