Syama Sundar Rangapuram
- Chronos: Learning the Language of Time Series
2024/03/12 by Abdul Fatir Ansari, Ansari, Abdul Fatir, Lorenzo Stella +36 · 4 voices · 186 citations
Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
- Neural Flows: Efficient Alternative to Neural ODEs
2021/10/25 by Marin Biloš, Johanna Sommer, Biloš, Marin +7 · 19 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
- GluonTS: Probabilistic Time Series Models in Python
2019/06/12 by A. Alexandrov, Konstantinos Benidis, Alexandrov, Alexander +23 · 16 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Computational Physics and Python Applications #Stock Market Forecasting Methods
- Multivariate Time Series Forecasting with Latent Graph Inference
2022/03/07 by Víctor García Satorras, Syama Sundar Rangapuram, Satorras, Victor Garcia +3 · 2 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Constrained fractional set programs and their application in local clustering and community detection
2013/06/14 by Thomas Bühler, Bühler, Thomas, Syama Sundar Rangapuram +5 · 2 citations
Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Facility Location and Emergency Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- Towards Realistic Team Formation in Social Networks based on Densest\n Subgraphs
2015/05/25 by Syama Sundar Rangapuram, Thomas Bühler, Rangapuram, Syama Sundar +3 · 1 citation
Business, Management and Accounting · Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management #Mobile Crowdsensing and Crowdsourcing #Social and Information Networks (cs.SI)
- Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
2024/12/06 by Luca Masserano, Masserano, Luca, Abdul Fatir Ansari +19 · 3 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Neural Networks and Applications
- Deep Non-Parametric Time Series Forecaster
2023/12/22 by Syama Sundar Rangapuram, Jan Gasthaus, Rangapuram, Syama Sundar +11 · 1 citation
Computer Science · Decision Sciences · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting