MIFair: Mutual-Information Framework for Fair ML Models
Discover MIFair, a mutual-information framework tackling intersectionality and multiclass fairness in machine learning for unbiased, ethical AI.
Boost Text-to-SQL Accuracy with Template Constrained Decoding
Improve Text-to-SQL query accuracy and speed using Template Constrained Decoding for reliable, valid SQL generation from natural language inputs.
Optimizing DSM Modularization Using Large Language Models
Explore how Large Language Models enhance Design Structure Matrix modularization, improving engineering design optimization efficiently.
Clinician Overrides as Key Signals for AI in Value-Based Care
Discover how clinician overrides reveal preferences that improve clinical AI in value-based care, enhancing patient outcomes and decision-making.
ITS-Mina: Efficient MLP Framework for Multivariate Forecasting
Discover ITS-Mina, an all-MLP model using Harris Hawks Optimization and external attention for accurate, efficient multivariate time series forecasting.