MinGyu Choi

Conditional Information Bottleneck Approach for Time Series Imputation

Time series imputation presents a significant challenge because it requires capturing the underlying temporal dynamics from partially observed time series data. Among the recent successes of imputation methods based on generative models, the information bottleneck (IB) framework offers a well-suited…