Karpukhin, Ivan

1. HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?
   2024/06/20 by Ivan Karpukhin, Karpukhin, Ivan, Foma Shipilov +3 · 3 citations
   Economics, Econometrics and Finance · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Market Dynamics and Volatility
2. Multimodal Banking Dataset: Understanding Client Needs through Event Sequences
   2024/09/26 by Mollaev, Dzhambulat, Kostin, Alexander, Postnova, Maria +4 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching
   2024/08/23 by Ivan Karpukhin, Karpukhin, Ivan, А. А. Савченко +1 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
4. Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy
   2023/05/19 by Stanislav Dereka, Dereka, Stanislav, Ivan Karpukhin +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
5. ESQA: Event Sequences Question Answering
   2024/07/03 by Abdullaeva, Irina, Filatov, Andrei, Orlov, Mikhail +6 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)