Tatbul, Nesime
- Precision and Recall for Time Series
2018/03/08 by Nesime Tatbul, Tae Jun Lee, Tatbul, Nesime +7 · 12 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series
2020/10/10 by Vincent Jacob, Fei Song, Jacob, Vincent +9 · 11 citations
Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Flow-Loss: Learning Cardinality Estimates That Matter
2021/01/13 by Parimarjan Negi, Negi, Parimarjan, Ryan Marcus +11 · 13 citations
Computer Science · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
- MISIM: A Neural Code Semantics Similarity System Using the Context-Aware Semantics Structure
2020/06/05 by Fangke Ye, Shengtian Zhou, Ye, Fangke +24 · 2 voices · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling #Web Data Mining and Analysis #cs.LG #cs.SE #stat.ML
- BEAVER: An Enterprise Benchmark for Text-to-SQL
2024/09/03 by Chen, Peter Baile, Wenz, Fabian, Zhang, Yi +6 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- CascadeServe: Unlocking Model Cascades for Inference Serving
2024/06/20 by Ferdi Kossmann, Zi‐Niu Wu, Kossmann, Ferdi +9 · 3 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Parallel #and Cluster Computing (cs.DC)
- LISA: Towards Learned DNA Sequence Search
2019/10/10 by Darryl Ho, Ho, Darryl, Jialin Ding +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genomics and Phylogenetic Studies #Algorithms and Data Compression #Machine Learning in Bioinformatics
- Making LLMs Work for Enterprise Data Tasks
2024/07/22 by Çağatay Demiralp, Demiralp, Çağatay, Fabian Wenz +9 · 2 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #Databases (cs.DB) #ERP Systems Implementation and Impact #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mind the Data Gap: Bridging LLMs to Enterprise Data Integration
2024/12/29 by Moe Kayali, Kayali, Moe, Fabian Wenz +5 · 2 citations
Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #Digital Rights Management and Security #ERP Systems Implementation and Impact #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stonefly species taxonomy and ecology