Eitan Farchi
- Convex Bounds on the Softmax Function with Applications to Robustness Verification
2023/03/03 by Dennis Wei, Wei, Dennis, Haoze Wu +9 · 3 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- Automatic Generation of Benchmarks and Reliable LLM Judgment for Code Tasks
2024/10/28 by Eitan Farchi, Farchi, Eitan, Shmulik Froimovich +5 · 5 citations
Computer Science · #Model-Driven Software Engineering Techniques #Software Reliability and Analysis Research #Software Engineering Research
- Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations
2024/03/08 by Swapnaja Achintalwar, Achintalwar, Swapnaja, Ioana Baldini +35 · 3 citations
Computer Science · #Topic Modeling
- Detection of data drift and outliers affecting machine learning model performance over time
2020/12/16 by Samuel Ackerman, Eitan Farchi, Ackerman, Samuel +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
2022/11/29 by George Kour, Samuel Ackerman, Kour, George +9 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- How Safe is Your Safety Metric? Automatic Concatenation Tests for Metric Reliability
2024/08/22 by Ora Nova Fandina, Fandina, Ora Nova, Leshem Choshen +9 · 1 citation
Computer Science · Engineering · Decision Sciences · #Software Reliability and Analysis Research #Fault Detection and Control Systems #Risk and Safety Analysis