Search Results for author: Anita Raja

Found 3 papers, 0 papers with code

M-DEW: Extending Dynamic Ensemble Weighting to Handle Missing Values

no code implementations30 Apr 2024 Adam Catto, Nan Jia, Ansaf Salleb-Aouissi, Anita Raja

Missing value imputation is a crucial preprocessing step for many machine learning problems.

AutoML Imputation

Challenges in Migrating Imperative Deep Learning Programs to Graph Execution: An Empirical Study

no code implementations24 Jan 2022 Tatiana Castro Vélez, Raffi Khatchadourian, Mehdi Bagherzadeh, Anita Raja

The results indicate that hybridization: (i) is prone to API misuse, (ii) can result in performance degradation -- the opposite of its intention, and (iii) has limited application due to execution mode incompatibility.

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