Auer, Andreas
- xLSTM: Extended Long Short-Term Memory
2024/05/07 by Maximilian Beck, Beck, Maximilian, Korbinian Pöppel +17 · 10 voices · 78 citations
Computer Science · #Topic Modeling
- TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
2025/05/29 by Andreas Auer, Patrick Podest, Auer, Andreas +9 · 2 voices · 30 citations
Computer Science · Decision Sciences · Engineering · #Forecasting Techniques and Applications #Stock Market Forecasting Methods #Traffic Prediction and Management Techniques #cs.LG
- Conformal Prediction for Time Series with Modern Hopfield Networks
2023/03/22 by Andreas Auer, Auer, Andreas, Martin Gauch +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
- Zero-Shot Time Series Forecasting with Covariates via In-Context Learning
2025/06/03 by Auer, Andreas, Parthipan, Raghul, Mercado, Pedro +5 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Chronos-2: From Univariate to Universal Forecasting
2025/10/17 by Ansari, Abdul Fatir, Shchur, Oleksandr, Küken, Jaris +20 · 10 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)