Torkkola, Kari

1. Chronos: Learning the Language of Time Series
   2024/03/12 by Abdul Fatir Ansari, Lorenzo Stella, Ansari, Abdul Fatir +36 · 4 voices · 160 citations
   Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
2. A Multi-Horizon Quantile Recurrent Forecaster
   2017/11/29 by Ruofeng Wen, Kari Torkkola, Wen, Ruofeng +4 · 21 citations
   Computer Science · Decision Sciences · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. Deep Generative Quantile-Copula Models for Probabilistic Forecasting
   2019/07/24 by Wen, Ruofeng, Torkkola, Kari · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Scaling Laws for Imitation Learning in Single-Agent Games
   2023/07/18 by Tuyls, Jens, Madeka, Dhruv, Torkkola, Kari +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Deep Inventory Management
   2022/10/06 by Madeka, Dhruv, Torkkola, Kari, Eisenach, Carson +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)