Tamás Nagy

The Structured Latent Basis: Feature Engineering as Basis Selection

We introduce the Structured Latent Basis (SLB) framework, a perspective that compares feature engineering, meta-learning, and representation learning through a common diagnostic question: does the chosen representation make a regularized linear predictor sufficient under a declar...

The Structured Latent Basis: Feature Engineering as Basis Selection

We introduce the Structured Latent Basis (SLB) framework, a perspective that compares feature engineering, meta-learning, and representation learning through a common diagnostic question: does the chosen representation make a regularized linear predictor sufficient under a declar...