Engels, Joshua
- Not All Language Model Features Are One-Dimensionally Linear
2024/05/23 by Joshua Engels, Engels, Joshua, Eric J. Michaud +7 · 36 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Decomposing The Dark Matter of Sparse Autoencoders
2024/10/18 by Joshua Engels, Logan Riggs, Engels, Joshua +3 · 1 voice · 10 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Are Sparse Autoencoders Useful? A Case Study in Sparse Probing
2025/02/23 by Subhash Kantamneni, Kantamneni, Subhash, Joshua Engels +7 · 20 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
2022/10/27 by Engels, Joshua, Coleman, Benjamin, Lakshman, Vihan +1 · 5 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Efficient Dictionary Learning with Switch Sparse Autoencoders
2024/10/10 by Anish Mudide, Joshua Engels, Mudide, Anish +7 · 9 citations
Computer Science · #Speech and Audio Processing #Face and Expression Recognition #Advanced Data Compression Techniques
- Approximate Nearest Neighbor Search with Window Filters
2024/02/01 by Engels, Joshua, Landrum, Benjamin, Yu, Shangdi +2 · 6 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- The Singapore Consensus on Global AI Safety Research Priorities
2025/06/25 by Yoshua Bengio, Bengio, Yoshua, Tegan Maharaj +171 · 2 voices · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
- Scaling Laws For Scalable Oversight
2025/04/25 by Engels, Joshua, Baek, David D., Kantamneni, Subhash +1 · 3 voices
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dense SAE Latents Are Features, Not Bugs
2025/06/18 by Sun, Xiaoqing, Stolfo, Alessandro, Engels, Joshua +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search
2023/12/06 by Shangdi Yu, Joshua Engels, Yu, Shangdi +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Graph Theory and Algorithms
- Low-Rank Adapting Models for Sparse Autoencoders
2025/01/31 by Chen, Matthew, Engels, Joshua, Tegmark, Max · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)