André Bauer
- Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models
2023/09/11 by Mansi Sakarvadia, Aswathy Ajith, Sakarvadia, Mansi +13 · 2 voices · 5 citations
Computer Science · #cs.CL #cs.AI #cs.LG
- Comprehensive Exploration of Synthetic Data Generation: A Survey
2024/01/04 by André Bauer, Bauer, André, Simon Trapp +13 · 23 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Oil & Water? Diffusion of AI Within and Across Scientific Fields
2024/05/24 by Eamon Duede, Duede, Eamon, William Dolan +9 · 4 voices · 2 citations
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #Scientific Computing and Data Management #cs.AI #cs.DL
- Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism
2023/10/25 by Mansi Sakarvadia, Arham Khan, Sakarvadia, Mansi +13 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision
2024/02/05 by Nathaniel Hudson, J. Gregory Pauloski, Hudson, Nathaniel +29 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Thinking in Categories: A Survey on Assessing the Quality for Time Series Synthesis
2024/05/25 by Michael Stenger, André Bauer, Thomas Prantl +5 · 1 voice · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #Time Series Analysis and Forecasting
- Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing
2024/07/16 by Haochen Pan, Pan, Haochen, Ryan Chard +17 · 1 citation
Computer Science · Decision Sciences · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Efficient Privacy-Preserving Recommendation on Sparse Data using Fully Homomorphic Encryption
2025/09/03 by M. Chowdhury, Chowdhury, Moontaha Nishat, André Bauer +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques