Vladimir Mikulik
- Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021/12/08 by Jack W. Rae, Rae, Jack W., Sebastian Borgeaud +157 · 73 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Risks from Learned Optimization in Advanced Machine Learning Systems
2019/06/05 by Evan Hubinger, Hubinger, Evan, Chris van Merwijk +7 · 35 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Algorithms for Causal Reasoning in Probability Trees
2020/10/23 by Tim Genewein, Genewein, Tim, Tom McGrath +11 · 2 voices
#cs.AI #cs.LG
- Tracr: Compiled Transformers as a Laboratory for Interpretability
2023/01/12 by David Lindner, Lindner, David, János Kramár +9 · 1 voice · 5 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.AI #cs.LG #stat.ML
- Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla
2023/07/18 by Tom Lieberum, Matthew Rahtz, Lieberum, Tom +11 · 17 citations
Computer Science · Engineering · Materials Science · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
- Inferring the effectiveness of government interventions against COVID-19
2020/12/16 by Jan Brauner, Sören Mindermann, Mrinank Sharma +16 · 14 citations
Economics, Econometrics and Finance · Mathematics · Psychology · #COVID-19 Pandemic Impacts #COVID-19 and Mental Health #COVID-19 epidemiological studies
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Team, Rohan Anil, Anil, Rohan +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Challenges with unsupervised LLM knowledge discovery
2023/12/15 by Sebastian Farquhar, Farquhar, Sebastian, Vikrant Varma +9 · 6 citations
Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
- Meta-trained agents implement Bayes-optimal agents
2020/10/21 by Vladimir Mikulik, Grégoire Delétang, Mikulik, Vladimir +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)