Search Results for author: Wonsung Lee

Found 5 papers, 4 papers with code

Lightweight Boosting Models for User Response Prediction Using Adversarial Validation

no code implementations5 Oct 2023 Hyeonwoo Kim, Wonsung Lee

The ACM RecSys Challenge 2023, organized by ShareChat, aims to predict the probability of the app being installed.

Feature Engineering

Neural Ideal Point Estimation Network

1 code implementation26 Apr 2019 Kyungwoo Song, Wonsung Lee, Il-Chul Moon

Understanding politics is challenging because the politics take the influence from everything.

Adversarial Dropout for Recurrent Neural Networks

2 code implementations22 Apr 2019 Sungrae Park, Kyungwoo Song, Mingi Ji, Wonsung Lee, Il-Chul Moon

Successful application processing sequential data, such as text and speech, requires an improved generalization performance of recurrent neural networks (RNNs).

Language Modelling Semi-Supervised Text Classification

Dirichlet Variational Autoencoder

1 code implementation ICLR 2019 Weonyoung Joo, Wonsung Lee, Sungrae Park, Il-Chul Moon

The experimental results show that 1) DirVAE models the latent representation result with the best log-likelihood compared to the baselines; and 2) DirVAE produces more interpretable latent values with no collapsing issues which the baseline models suffer from.

General Classification Topic Models

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