Search Results for author: Davor Runje

Found 3 papers, 1 papers with code

Constrained Monotonic Neural Networks

1 code implementation24 May 2022 Davor Runje, Sharath M. Shankaranarayana

Deep neural networks are becoming increasingly popular in approximating arbitrary functions from noisy data.

Attention Augmented Convolutional Transformer for Tabular Time-series

no code implementations5 Oct 2021 Sharath M Shankaranarayana, Davor Runje

Time-series classification is one of the most frequently performed tasks in industrial data science, and one of the most widely used data representation in the industrial setting is tabular representation.

Language Modelling Quantization +2

ALIME: Autoencoder Based Approach for Local Interpretability

no code implementations4 Sep 2019 Sharath M. Shankaranarayana, Davor Runje

Inthis work, we propose a locally interpretable method, which is inspiredby one of the recent tools that has gained a lot of interest, called localinterpretable model-agnostic explanations (LIME).

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