From the 1 of 2 linked papers with an AI index.
2 papers
stat.ML2026
Long-Memory Reservoir Computing for Data-Scarce Dengue Forecasting
Rahul Goswami, Shinjini Paul, Palash Ghosh +1
The paper proposes reservoir‑computing models that incorporate long‑memory dynamics to improve dengue case forecasts when only short, noisy time series are available.
cs.LG2026
Deep Generative Transformers for Probabilistic Time Series and Spatiotemporal Forecasting
Rajdeep Pathak, Rahul Goswami, Madhurima Panja +2
Reliable uncertainty quantification is paramount for forecasting multivariate time series and spatiotemporal data. While Transformer architectures excel at sequence modeling, curre…