Gregor Bachmann
- The pitfalls of next-token prediction
2024/03/11 by Gregor Bachmann, Bachmann, Gregor, Vaishnavh Nagarajan +1 · 3 voices · 42 citations
Decision Sciences · #Scientific Computing and Data Management
- Scaling MLPs: A Tale of Inductive Bias
2023/06/23 by Gregor Bachmann, Sotiris Anagnostidis, Bachmann, Gregor +3 · 3 voices · 3 citations
#cs.LG
- CLIP-Guided Vision-Language Pre-training for Question Answering in 3D Scenes
2023/04/12 by Maria Parelli, Parelli, Maria, Alexandros Delitzas +11 · 13 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Constant Curvature Graph Convolutional Networks
2019/11/12 by Gregor Bachmann, Bachmann, Gregor, Gary Bécigneul +3 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Tokenisation is NP-Complete
2024/12/19 by Philip Whittington, Gregor Bachmann, Whittington, Philip +3 · 8 voices · 5 citations
#cs.DS #cs.CL #cs.FL
- Analytic Insights into Structure and Rank of Neural Network Hessian Maps
2021/06/30 by Sidak Pal Singh, Gregor Bachmann, Singh, Sidak Pal +3 · 5 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Statistics Theory (math.ST)
- Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment
2025/01/31 by Gregor Bachmann, Sotiris Anagnostidis, Bachmann, Gregor +15 · 11 citations
Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Legal and Constitutional Studies #Machine Learning (cs.LG)
- Generalization Through The Lens Of Leave-One-Out Error
2022/03/07 by Gregor Bachmann, Bachmann, Gregor, Thomas Hofmann +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
- The Curious Case of Benign Memorization
2022/10/25 by Sotiris Anagnostidis, Gregor Bachmann, Anagnostidis, Sotiris +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Music and Audio Processing #Neural Networks and Applications