Graduate Theses: Recent submissions
Now showing items 571-573 of 36544
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Optimizing Partitioning for Efficient Parallel Reads
(Massachusetts Institute of Technology, 2025-05)Modern database management systems spend a significant portion of query execution time scanning data, so minimizing scanning latency is critical to maintaining high performance. As such, databases are partitioned into ... -
Integrating Functional Knowledge into Protein Design: A Novel Approach to Tokenization and Noise Injection for Function-Aware Protein Language Models
(Massachusetts Institute of Technology, 2025-05)Designing novel proteins with specific biological functions remains a fundamental challenge in computational biology. While recent advances in protein language models have enabled powerful sequence-based representations, ... -
Pairwise Matching of Intermediate Representations for Fine-grained Explainability
(Massachusetts Institute of Technology, 2025-05)The differences between images belonging to fine-grained categories are often subtle and highly localized, and existing explainability techniques for deep learning models are often too diffuse to provide useful and ...
