Tim Januschowski
@timoschowski
ID: 1308015556570873856
21-09-2020 12:15:50
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At this week's AISTATS Conference 2023, we presented a new method for generating coherent probabilistic forecasts with temporal hierarchies. The forecasts at each temporal hierarchy are feed into GCN to allow for the propagation of statistical strengths. 1/2
Snapshot of some happy folks at the IIF sponsored workshop Monash Business School in Prato! @robjhyndman leading a 3day event on Forecast Reconciliation robjhyndman.com/prato2023/inde…
Full house for the tutorial on Time Series Forecasting with Deep Probabilistic Approaches ECML PKDD. Nicely presented by Tim Januschowski Bernie Wang and Jan Gasthaus #machinelearning #timeseries #deeplearning #forecasting
🚀 Excited to share that we released Chronos today. Chronos is a framework for building pretrained time series models based on language model architectures. Simple idea: quantize time series into tokens and feed them into 🤗 Hugging Face models. 🧵
We get started at 1pm, looking forward to meeting everyone! #ISFConf2024 Tim Januschowski @lostella Kashif Rasul