LC
Laurent Callot
cs.LGstat.MLcs.AIcs.SEmath.STstat.THcs.CLcs.DCstat.MEcs.IR
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
25 papers in the corpus · 2011–2026TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback2601.08734v1 · Prithwish Jana, Sam Davidson, Bhavana Bhasker et al.2026 · 4 citationsarXiv
Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats2509.05303v1 · Sam Davidson, Li Sun, Bhavana Bhasker et al.2025 · 0 citationsarXiv
SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents2504.08703v3 · Muhammad Shihab Rashid, Christian Bock, Yuan Zhuang et al.2025 · 1 citationarXiv
Large Language Model Critics for Execution-Free Evaluation of Code Changes2501.16655v1 · Aashish Yadavally, Hoan Nguyen, Laurent Callot et al.2025 · 0 citationsarXiv
REDO: Execution-Free Runtime Error Detection for COding Agents2410.09117v1 · Shou Li, Andrey Kan, Laurent Callot et al.2024 · 0 citationsarXiv
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation2405.13622v1 · Gauthier Guinet, Behrooz Omidvar-Tehrani, Anoop Deoras et al.2024 · 7 citationsarXiv
MELODY: Robust Semi-Supervised Hybrid Model for Entity-Level Online Anomaly Detection with Multivariate Time Series2401.10338v2 · Jingchao Ni, Gauthier Guinet, Peihong Jiang et al.2024 · 1 citationarXiv
Criteria for Classifying Forecasting Methods2212.03523v1 · Tim Januschowski, Jan Gasthaus, Yuyang Wang et al.2022 · 210 citationsarXiv
SpectraNet: Multivariate Forecasting and Imputation under Distribution Shifts and Missing Data2210.12515v2 · Cristian Challu, Peihong Jiang, Ying Nian Wu et al.2022 · 0 citationsarXiv
Unsupervised Model Selection for Time-series Anomaly Detection2210.01078v3 · Mononito Goswami, Cristian Challu, Laurent Callot et al.2022 · 19 citationsarXiv
Robust Projection based Anomaly Extraction (RPE) in Univariate Time-Series2205.15548v1 · Mostafa Rahmani, Anoop Deoras, Laurent Callot2022 · 0 citationsarXiv
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies2202.11612v1 · Lenon Minorics, Caner Turkmen, David Kernert et al.2022 · 2 citationsarXiv
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection2202.07586v2 · Cristian Challu, Peihong Jiang, Ying Nian Wu et al.2022 · 17 citationsarXiv
Online Time Series Anomaly Detection with State Space Gaussian Processes2201.06763v1 · Christian Bock, Francois-Xavier Aubet, Jan Gasthaus et al.2022 · 7 citationsarXiv
Online false discovery rate control for anomaly detection in time series2112.03196v1 · Quentin Rebjock, Bar\is Kurt, Tim Januschowski et al.2021 · 8 citationsarXiv
Spliced Binned-Pareto Distribution for Robust Modeling of Heavy-tailed Time Series2106.10952v2 · Elena Ehrlich, Laurent Callot, Francois-Xavier Aubet2021 · 4 citationsarXiv
Improve black-box sequential anomaly detector relevancy with limited user feedback2009.07241v1 · Luyang Kong, Lifan Chen, Ming Chen et al.2020 · 0 citationsarXiv
A simple and effective predictive resource scaling heuristic for large-scale cloud applications2008.01215v1 · Valentin Flunkert, Quentin Rebjock, Joel Castellon et al.2020 · 4 citationsarXiv
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey2004.10240v2 · Konstantinos Benidis, Syama Sundar Rangapuram, Valentin Flunkert et al.2020 · 380 citationsACM Computing Surveys (2022)
High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes1910.03002v2 · David Salinas, Michael Bohlke-Schneider, Laurent Callot et al.2019 · 105 citationsarXiv
A Nodewise Regression Approach to Estimating Large Portfolios1611.07347v3 · Laurent Callot, Mehmet Caner, Esra Ulasan et al.2016 · 46 citationsarXiv
Sharp Threshold Detection Based on Sup-norm Error rates in High-dimensional Models1502.03035v1 · Laurent Callot, Mehmet Caner, Anders Bredahl Kock et al.2015 · 12 citationsarXiv
Vector Autoregressions with Parsimoniously Time Varying Parameters and an Application to Monetary Policy1411.0877v2 · Laurent Callot, Johannes Tang Kristensen2014 · 10 citationsarXiv
Oracle Inequalities for High Dimensional Vector Autoregressions1311.0811v2 · Anders Bredahl Kock, Laurent A.F. Callot2013 · 221 citationsarXiv
The problem of natural funnel asymmetries: a simulation analysis of meta-analysis in macroeconomics.26061677 · Callot, Laurent, Paldam, Martin2015 · 7 citationsResearch synthesis methods. 2011;2(2):84-102
Career total: 44 works. 25 are in this corpus.
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