Stefan Lessmann

1. Modeling Irregular Time Series with Continuous Recurrent Units
   2021/11/22 by Mona Schirmer, Mazin Eltayeb, Schirmer, Mona +5 · 15 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
2. Deep Learning and NLP in Cryptocurrency Forecasting: Integrating Financial, Blockchain, and Social Media Data
   2023/11/23 by Vincent Gurgul, Gurgul, Vincent, Stefan Lessmann +3 · 2 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Market Dynamics and Volatility #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
3. Uplift modeling with continuous treatments: A predict-then-optimize approach
   2024/12/12 by Simon De Vos, Christopher Bockel-Rickermann, De Vos, Simon +5 · 3 citations
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
4. Deep learning for detecting financial statement fraud
   2020/12/01 by Patricia Craja, Alisa Kim, Stefan Lessmann · 1 citation
5. Leveraging Image-based Generative Adversarial Networks for Time Series Generation
   2021/12/15 by Justin Hellermann, Hellermann, Justin, Stefan Lessmann +1 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models
   2024/07/17 by Nikita Kozodoi, Stefan Lessmann, Kozodoi, Nikita +7 · 2 citations
   Economics, Econometrics and Finance · #Credit Risk and Financial Regulations #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting
   2018/12/14 by Yaodong Yang, Yang, Yaodong, Alisa Kolesnikova +9 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · Engineering · #Stock Market Forecasting Methods #Financial Markets and Investment Strategies #Energy Load and Power Forecasting
8. Energy Price Modelling: A Comparative Evaluation of four Generations of Forecasting Methods
   2024/11/05 by Andrei, Alexandru-Victor, G. Velev, Velev, Georg +6 · 1 citation
   Energy · #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG)