Rangapuram, Syama Sundar

1. Chronos: Learning the Language of Time Series
   2024/03/12 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Lorenzo Stella +36 · 4 voices · 165 citations
   Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
2. Neural Flows: Efficient Alternative to Neural ODEs
   2021/10/25 by Marin Biloš, Johanna Sommer, Biloš, Marin +7 · 16 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #Stock Market Forecasting Methods
3. The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited
   2013/12/18 by Hein, Matthias, Setzer, Simon, Jost, Leonardo +1 · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
4. ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
   2025/03/15 by Arango, Sebastian Pineda, Mercado, Pedro, Kapoor, Shubham +10 · 6 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Methods for Sparse and Low-Rank Recovery under Simplex Constraints
   2016/05/02 by Li, Ping, Rangapuram, Syama Sundar, Slawski, Martin · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
6. 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)
7. Multivariate Time Series Forecasting with Latent Graph Inference
   2022/03/07 by Satorras, Victor Garcia, Rangapuram, Syama Sundar, Januschowski, Tim · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. 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)