Research map / Learning theory and algorithms / Submodular and game algorithms
Voting with Preference Intensities
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use plurality rather than an arbitrary deterministic voting rule | Top α-decisive preferences · Top α-decisive preferences | distortion | No clear effect |
| Use fdec, combining stable lottery with top-choice-focused selection | Randomized voting on top α-decisive preferences · Top α-decisive preferences | distortion | Helped |
| Assume decisiveness at every adjacent rank and use plurality | Deterministic voting · Uniform α-decisive preferences | distortion | Helped |
| Require agents to report all α-decisive preferences | Deterministic voting rules · Mandatory reporting of intensities | strict distortion | Mixed |
| Use randomized rules under mandatory intensity reporting | Randomized voting rules · Mandatory reporting of intensities | strict distortion | No clear effect |
| Ignore voluntarily reported intensity information | Intensity-oblivious voting · Voluntary reporting of intensities | POII | Hurt |
| Ignore mandatorily reported intensity information | Deterministic intensity-oblivious voting · Mandatory reporting of intensities | POII | Hurt |
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- Selective Preference Aggregation (ICML 2025 · similarity 0.86)
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