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20222026
most citedTen Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art

168 citations · 261 across the 14 of their papers we have counts for

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stat.ML2026

Beyond Point Forecasts: A Survey on Probabilistic Forecasting for Time Series and Spatiotemporal Data

Donia Besher, Rajdeep Pathak, Madhurima Panja +1

Probabilistic forecasting is central to decision-making under uncertainty, yet its methodological landscape has become increasingly fragmented across temporal and spatiotemporal fo…

stat.ML2022★ 2 cited

Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting

Madhurima Panja, Tanujit Chakraborty, Uttam Kumar +1

Forecasting time series data is a critical area of research with applications spanning from stock prices to early epidemic prediction. While numerous statistical and machine learni…