Feuer, Benjamin
- OpenThoughts: Data Recipes for Reasoning Models
2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 61 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
- When Do Neural Nets Outperform Boosted Trees on Tabular Data?
2023/05/04 by Duncan C. McElfresh, McElfresh, Duncan, Sujay Khandagale +13 · 34 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Imbalanced Data Classification Techniques
- BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
2024/06/25 by Yang, Chih-Hsuan, Feuer, Benjamin, Jubery, Zaki +12 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
2024/02/17 by Benjamin Feuer, Feuer, Benjamin, Robin Tibor Schirrmeister +13 · 8 citations
Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Software-Defined Networks and 5G
- Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking
2024/09/23 by Benjamin Feuer, Feuer, Benjamin, Micah Goldblum +13 · 7 citations
Economics, Econometrics and Finance · Social Sciences · #Law, Economics, and Judicial Systems #European and International Contract Law #Legal Systems and Judicial Processes
- Hidden in the Noise: Two-Stage Robust Watermarking for Images
2024/12/05 by Kasra Arabi, Arabi, Kasra, Benjamin Feuer +7 · 3 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition
- Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks
2023/11/17 by Benjamin Feuer, Chinmay Hegde, Feuer, Benjamin +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
- SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification
2024/10/07 by Benjamin Feuer, Jiawei Xu, Feuer, Benjamin +9 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Towards Large Reasoning Models for Agriculture
2025/05/25 by Hossein Zaremehrjerdi, Zaremehrjerdi, Hossein, Shreyan Ganguly +37 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
- WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
2025/01/30 by Benjamin Feuer, Chinmay Hegde, Feuer, Benjamin +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare