Key, Oscar

1. No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models
   2023/07/12 by Jean Kaddour, Oscar Key, Kaddour, Jean +7 · 1 voice · 7 citations
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE #cs.PF
2. On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty
   2021/02/22 by Joost van Amersfoort, van Amersfoort, Joost, Lewis Smith +7 · 15 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
3. TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models
   2025/11/11 by Léo Grinsztajn, Klemens Flöge, Grinsztajn, Léo +46 · 2 voices · 9 citations
   Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Advanced Neural Network Applications
4. Towards Healing the Blindness of Score Matching
   2022/09/15 by Ming‐Tian Zhang, Zhang, Mingtian, Oscar Key +9 · 3 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
5. Optimally-Weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
   2023/01/27 by Bharti, Ayush, Naslidnyk, Masha, Key, Oscar +2 · 3 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
6. Interlocking Backpropagation: Improving depthwise model-parallelism
   2020/10/08 by Aidan N. Gomez, Oscar Key, Gomez, Aidan N. +10 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Approximate Top-k for Increased Parallelism
   2024/12/05 by Oscar Key, Key, Oscar, Luka Ribar +6 · 2 citations
   Computer Science · #Complexity and Algorithms in Graphs #Advanced Graph Theory Research #Coding theory and cryptography