Kashif Rasul

1. Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
   2017/08/25 by Xiao, Han, Kashif Rasul, Roland Vollgraf +2 · 410 citations
   Computer Science · #Advanced Neural Network Applications #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) #Machine Learning and Data Classification
2. Zephyr: Direct Distillation of LM Alignment
   2023/10/25 by Lewis Tunstall, Tunstall, Lewis, Edward Beeching +25 · 49 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling
3. Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
   2023/10/12 by Kashif Rasul, Arjun Ashok, Rasul, Kashif +30 · 40 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Forecasting Techniques and Applications
4. The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization
   2024/03/24 by Shengyi Huang, Michael Noukhovitch, Huang, Shengyi +9 · 8 citations
   Computer Science · Decision Sciences · #Data Quality and Management #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services
5. TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
   2025/03/06 by Kanghui Ning, Zijie Pan, Ning, Kanghui +17 · 6 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
6. Deep Learning based Forecasting: a case study from the online fashion industry
   2023/05/23 by Manuel Kunz, Stefan Birr, Kunz, Manuel +31 · 1 voice · 1 citation
   Decision Sciences · #Advanced Statistical Process Monitoring #Forecasting Techniques and Applications #cs.AI #cs.LG
7. Structural Knowledge Informed Continual Multivariate Time Series Forecasting
   2024/02/20 by Zijie Pan, Pan, Zijie, Yushan Jiang +11 · 2 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
8. Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
   2023/05/12 by Yu Chen, Wei Deng, Chen, Yu +17 · 1 citation
   Computer Science · Neuroscience · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Neuroscience and Music Perception
9. Improving Reasoning for Diffusion Language Models via Group Diffusion Policy Optimization
   2025/10/09 by Kevin Rojas, Rojas, Kevin, Jiahe Lin +11 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Reinforcement Learning in Robotics