LG AI Research· EXAONEResearch paper

[NeurIPS 2024 Series] B-splines-Based Input Value Normalization Method for Tabular Data

LG AI Research presented a new normalization technique for tabular data based on B-splines at the NeurIPS 2024 TRL Workshop. The technique dynamically adjusts input normalization to improve neural network learning on tabular data.

From the source

LG AI Research's Data Intelligence (DI) Lab presented a new normalization technique for numerical input that can maximize the learning performance of tabular data.

lgresearch.ai

Announced

23 Jan 2025 00:00 UTC

Detected

28 Aug 2026 22:20 UTC (+582d after)