4. Computer Science
  5. Data Structures and Algorithms

Matteo Riondato

Computer Science – Data Structures and Algorithms

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Efficient Discovery of Association Rules and Frequent Itemsets through Sampling with Tight Performance Guarantees

Computer Science – Data Structures and Algorithms
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Mining Top-K Frequent Itemsets Through Progressive Sampling

Computer Science – Data Structures and Algorithms
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Space-Round Tradeoffs for MapReduce Computations

Computer Science – Data Structures and Algorithms
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The VC-Dimension of Queries and Selectivity Estimation Through Sampling

Computer Science – Databases
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