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Quentin Fournier
Quentin Fournier
Research Fellow at Mila - Quebec AI Institute
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
A practical survey on faster and lighter transformers
Q Fournier, GM Caron, D Aloise
ACM Computing Surveys 55 (14s), 1-40, 2023
802023
Empirical comparison between autoencoders and traditional dimensionality reduction methods
Q Fournier, D Aloise
2019 IEEE Second International Conference on Artificial Intelligence and …, 2019
762019
Depgraph: Localizing performance bottlenecks in multi-core applications using waiting dependency graphs and software tracing
N Ezzati-Jivan, Q Fournier, MR Dagenais, A Hamou-Lhadj
2020 IEEE 20th International Working Conference on Source Code Analysis and …, 2020
132020
On improving deep learning trace analysis with system call arguments
Q Fournier, D Aloise, SV Azhari, F Tetreault
2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021
102021
Automatic cause detection of performance problems in web applications
Q Fournier, N Ezzati-Jivan, D Aloise, MR Dagenais
2019 IEEE International Symposium on Software Reliability Engineering …, 2019
82019
Language models for novelty detection in system call traces
Q Fournier, D Aloise, LR Costa
arXiv preprint arXiv:2309.02206, 2023
52023
Detection of microservice‐based software anomalies based on OpenTracing in cloud
M Khanahmadi, A Shameli‐Sendi, M Jabbarifar, Q Fournier, M Dagenais
Software: Practice and Experience, 2023
52023
Energy and carbon-aware initial VM placement in geographically distributed cloud data centers
E Khodayarseresht, A Shameli-Sendi, Q Fournier, M Dagenais
Sustainable Computing: Informatics and Systems 39, 100888, 2023
42023
Distributed computation of the critical path from execution traces
PF Denys, Q Fournier, M Dagenais
Software: Practice and Experience, 2023
32023
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
M Thakkar, Q Fournier, MD Riemer, PY Chen, A Zouaq, P Das, S Chandar
arXiv preprint arXiv:2406.04879, 2024
22024
Automated cause analysis of latency outliers using system-level dependency graphs
S Patel, B Park, N Ezzati-Jivan, Q Fournier
2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021
22021
Protein Language Models: Is Scaling Necessary?
Q Fournier, RM Vernon, A van der Sloot, B Schulz, S Chandar, ...
https://doi.org/10.1101/2024.09.23.614603, 2024
2024
Exploring Quantization for Efficient Pre-Training of Transformer Language Models
K Chitsaz, Q Fournier, G Mordido, S Chandar
arXiv preprint arXiv:2407.11722, 2024
2024
Predicting the Impact of Model Expansion through the Minima Manifold: A Loss Landscape Perspective
P Malviya, J Huang, Q Fournier, S Chandar
arXiv preprint arXiv: 2405.15895, 2024
2024
Machine Learning for Anomaly Detection in Kernel Traces
Q Fournier
Polytechnique Montréal, 2022
2022
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