Tim Genewein
- Neural Networks and the Chomsky Hierarchy
2022/07/05 by Grégoire Delétang, Delétang, Grégoire, Anian Ruoss +20 · 2 voices · 26 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.FL #cs.LG
- Language Modeling Is Compression
2023/09/19 by Grégoire Delétang, Delétang, Grégoire, Anian Ruoss +22 · 12 voices · 48 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Amortized Planning with Large-Scale Transformers: A Case Study on Chess
2024/02/07 by Anian Ruoss, Grégoire Delétang, Ruoss, Anian +17 · 10 voices · 11 citations
Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence in Games #Gambling Behavior and Treatments #Sports Analytics and Performance #cs.AI #cs.LG #stat.ML
- From AGI to ASI
2026/06/10 by Tim Genewein, Matija Franklin, Alexander Lerchner +11 · 13 voices
#cs.AI #cs.CY #cs.LG
- Learning Universal Predictors
2024/01/26 by Jordi Grau-Moya, Grau-Moya, Jordi, Tim Genewein +20 · 1 voice · 6 citations
Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Topic Modeling
- Shaking the foundations: delusions in sequence models for interaction and control
2021/10/20 by Pedro A. Ortega, Markus Kunesch, Ortega, Pedro A. +37 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- On Detecting Adversarial Perturbations
2017/02/14 by Jan Hendrik Metzen, Metzen, Jan Hendrik, Tim Genewein +5 · 30 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Algorithms for Causal Reasoning in Probability Trees
2020/10/23 by Tim Genewein, Genewein, Tim, Tom McGrath +11 · 2 voices
#cs.AI #cs.LG
- Meta-learning of Sequential Strategies
2019/05/08 by Pedro A. Ortega, Jane X. Wang, Ortega, Pedro A. +45 · 12 citations
Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Data Stream Mining Techniques
- Randomized Positional Encodings Boost Length Generalization of Transformers
2023/05/26 by Anian Ruoss, Grégoire Delétang, Ruoss, Anian +13 · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations
2024/12/02 by Anian Ruoss, Ruoss, Anian, Fabio Pardo +9 · 1 voice · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.AI #cs.LG
- Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
2024/10/07 by David Heurtel-Depeiges, Anian Ruoss, Heurtel-Depeiges, David +5 · 3 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- 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)