Wiliński, Michał

1. Exploring Representations and Interventions in Time Series Foundation Models
   2024/09/19 by Mononito Goswami, Wiliński, Michał, Willa Potosnak +6 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
   2025/05/19 by Yi-Fu Cai, Cai, Yifu, Xinyu Li +8 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
3. Implicit Reasoning in Deep Time Series Forecasting
   2024/09/17 by Willa Potosnak, Potosnak, Willa, Cristian Challú +8 · 2 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
4. Investigating Compositional Reasoning in Time Series Foundation Models
   2025/02/09 by Potosnak, Willa, Challu, Cristian, Goswami, Mononito +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Towards Long-Context Time Series Foundation Models
   2024/09/20 by Nina Żukowska, Żukowska, Nina, Mononito Goswami +6 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting