Adrian Alan Pol

Anomaly Detection with Conditional Variational Autoencoders

Adrian Alan Pol, Victor Berger, Cécile Germain et al. · 2019 · 123 citations · Full text

Computing, Computer Science, Physics +17

Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider

Ekaterina Govorkova, Ema Puljak, T. K. Aarrestad et al. · Nature Machine Intelligence · 2022 · 75 citations · Full text

Natural Sciences, Computer Science, Physics +14

Detector Monitoring with Artificial Neural Networks at the CMS Experiment at the CERN Large Hadron Collider

Adrian Alan Pol, G. Cerminara, Cécile Germain et al. · Computing and Software for Big Science · 2019 · 29 citations · Full text

Computing, Computer Science, Physics +15

Automatic deep heterogeneous quantization of Deep Neural Networks for ultra low-area, low-latency inference on the edge at particle colliders

Claudionor N. Coelho, Aki Kuusela, Shan Li et al. · arXiv (Cornell University) · 2020 · 22 citations · Full text

Computing, Computer Engineering, Computer Science +17

Anomaly detection using Deep Autoencoders for the assessment of the quality of the data acquired by the CMS experiment

Adrian Alan Pol, Virginia Azzolini, G. Cerminara et al. · EPJ Web of Conferences · 2019 · 20 citations · Full text

Computing, Computer Science, Physics +17