Laurent Callot

1. High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes
   2019/10/07 by David Salinas, Salinas, David, Michael Bohlke‐Schneider +7 · 16 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Forecasting Techniques and Applications
2. Unsupervised Model Selection for Time-series Anomaly Detection
   2022/10/03 by Mononito Goswami, Cristian Challú, Goswami, Mononito +7 · 4 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
3. Online false discovery rate control for anomaly detection in time series
   2021/12/06 by Quentin Rebjock, Barış Kurt, Rebjock, Quentin +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #Time Series Analysis and Forecasting
4. Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation
   2024/05/22 by Gauthier Guinet, Guinet, Gauthier, Behrooz Omidvar-Tehrani +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. A simple and effective predictive resource scaling heuristic for large-scale cloud applications
   2020/08/03 by Valentín Flunkert, Flunkert, Valentin, Quentin Rebjock +7 · 1 citation
   Computer Science · #Cloud Computing and Resource Management #Data Stream Mining Techniques #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
6. Online Time Series Anomaly Detection with State Space Gaussian Processes
   2022/01/18 by Christian Bock, François-Xavier Aubet, Bock, Christian +9 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
7. Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection
   2022/02/15 by Cristian Challú, Challu, Cristian, Peihong Jiang +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
8. Large Language Model Critics for Execution-Free Evaluation of Code Changes
   2025/01/28 by Aashish Yadavally, Hoan Anh Nguyen, Yadavally, Aashish +5 · 3 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
9. Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats
   2025/08/21 by Li Sun, Davidson, Sam, Sun, Li +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
10. REDO: Execution-Free Runtime Error Detection for COding Agents
    2024/10/10 by Shou Li, Li, Shou, Andrey Kan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Real-Time Systems Scheduling #Software Engineering (cs.SE)
11. Robostral Navigate
    2026/07/22 by Abhijeet Somani, Arjun Majumdar, Avinash Sooriyarachchi +212
    #cs.RO #cs.AI