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07/13/2023
Nested Elimination: A Simple Algorithm for Best-Item Identification from Choice-Based Feedback
We study the problem of best-item identification from choice-based feedb...
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11/27/2022
Speeding-up Symbol-Level Precoding Using Separable and Dual Optimizations
Symbol-level precoding (SLP) manipulates the transmitted signals to accu...
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09/26/2022
Low Complexity SLP: An Inversion-Free, Parallelizable ADMM Approach
We propose a parallel constructive interference (CI)-based symbol-level ...
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08/17/2022
ASTRO: An AST-Assisted Approach for Generalizable Neural Clone Detection
Neural clone detection has attracted the attention of software engineeri...
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05/05/2022
Leveraging Application Data Constraints to Optimize Database-Backed Web Applications
Exploiting the relationships among data, such as primary and foreign key...
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02/09/2022
Optimal Clustering with Bandit Feedback
This paper considers the problem of online clustering with bandit feedba...
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06/25/2021
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search
Recent work has made significant progress in helping users to automate s...
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05/27/2021