# LG AI Research — [NeurIPS 2024 Series] B-splines-Based Input Value Normalization Method for Tabular Data

- Company: LG AI Research (lgresearch.ai)
- Announced: 2025-01-23T00:00:00+00:00
- Category: research-paper
- Subject: EXAONE
- Source: https://www.lgresearch.ai/blog/view?seq=518
- Record: https://forck.live/items/4811-neurips-2024-series-b-splines-based-input-value-normalization-method-for

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.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=518:

> 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.

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Record: https://forck.live/items/4811-neurips-2024-series-b-splines-based-input-value-normalization-method-for
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