🏢 ENSAE, Ecole Polytechnique
Lookback Prophet Inequalities
·467 words·3 mins·
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AI Theory
Optimization
🏢 ENSAE, Ecole Polytechnique
This paper enhances prophet inequalities by allowing lookback, improving competitive ratios and providing algorithms for diverse observation orders, thereby bridging theory and real-world online selec…
Learning-Augmented Priority Queues
·2516 words·12 mins·
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AI Theory
Optimization
🏢 ENSAE, Ecole Polytechnique
This paper introduces learning-augmented priority queues, using predictions to boost efficiency and optimality, achieving significant performance gains over traditional methods.