Concepedia

Kamil Faber

KF

Statistics

Publications

7

Citations

131

H-Index

7

Active since

2021

Affiliations

AGH University of Krakow(Current)

American University

Institute of Computer Science

Kamil Faber is an author at AGH University of Krakow specializing in computer science, computing, and machine learning.

Publications per year

2021–2024

7

Publications

7

Ensemble Neuroevolution-Based Approach for Multivariate Time Series Anomaly Detection

Kamil Faber · arXiv (Cornell University) · 2021 · 24 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

VLAD: Task-agnostic VAE-based lifelong anomaly detection

Kamil Faber, Roberto Corizzo, Bartłomiej Śnieżyński et al. · Neural Networks · 2023 · 24 citations

Computing, Computer Science, Artificial Intelligence +10

Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights

Kamil Faber, Roberto Corizzo, Bartłomiej Śnieżyński et al. · IEEE Access · 2024 · 22 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data

Kamil Faber, Roberto Corizzo, Bartłomiej Śnieżyński et al. · 2021 IEEE International Conference on Big Data (Big Data) · 2021 · 20 citations · Full text

Computing, Data Science, Data Mining +13

From MNIST to ImageNet and back: benchmarking continual curriculum learning

Kamil Faber, Dominik Żurek, Marcin Pietroń et al. · Machine Learning · 2024 · 16 citations · Full text

Computing, Computer Science, Computer Vision +9

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