Jelena Luketina

Publications by Year

Research Areas

Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification, Reinforcement Learning in Robotics, Natural Language Processing Techniques, Topic Modeling

Most-Cited Works

• Progress & Compress: A scalable framework for continual learning(2018)
• 33rd International Conference on Machine Learning, ICML 2016(2016)
• Scalable gradient-based tuning of continuous regularization hyperparameters(2016)
• → A Survey of Reinforcement Learning Informed by Natural Language(2019)73 cited
• The Impact of Non-stationarity on Generalisation in Deep Reinforcement Learning(2020)
• → Understanding the Effects of RLHF on LLM Generalisation and Diversity(2023)13 cited
• → Transient Non-Stationarity and Generalisation in Deep Reinforcement Learning(2020)10 cited
• → WordCraft: An Environment for Benchmarking Commonsense Agents(2020)10 cited
• Hyperparameter Optimization for Machine Learning(2016)