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Mateo Espinosa Zarlenga
Mateo Espinosa Zarlenga
Other namesMateo Espinosa, Mateo E. Zarlenga, Mateo Zarlenga
Verified email at cam.ac.uk - Homepage
Title
Cited by
Cited by
Year
An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems
Y Gan, Y Zhang, D Cheng, A Shetty, P Rathi, N Katarki, A Bruno, J Hu, ...
Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019
5562019
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
M Espinosa Zarlenga, P Barbiero, G Ciravegna, G Marra, F Giannini, ...
Advances in Neural Information Processing Systems, 2022
66*2022
Efficient Decompositional Rule Extraction for Deep Neural Networks
M Espinosa Zarlenga, Z Shams, M Jamnik
NeurIPS 2021 Workshop on eXplainable AI approaches for debugging and …, 2021
20*2021
Unveiling the hardware and software implications of microservices in cloud and edge systems
Y Gan, Y Zhang, D Cheng, A Shetty, P Rathi, N Katarki, A Bruno, J Hu, ...
IEEE Micro 40 (3), 10-19, 2020
182020
Human Uncertainty in Concept-Based AI Systems
KM Collins, M Barker, M Espinosa Zarlenga, N Raman, U Bhatt, M Jamnik, ...
AIES, 2023
172023
Towards Robust Metrics for Concept Representation Evaluation
M Espinosa Zarlenga, P Barbiero, Z Shams, D Kazhdan, U Bhatt, A Weller, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11791 …, 2023
14*2023
Hivemind: A scalable and serverless coordination control platform for uav swarms
J Hu, A Bruno, B Ritchken, B Jackson, M Espinosa, A Shah, C Delimitrou
arXiv preprint arXiv:2002.01419, 2020
142020
Interpretable Neural-Symbolic Concept Reasoning
P Barbiero, G Ciravegna, F Giannini, M Espinosa Zarlenga, LC Magister, ...
ICML, 2023
12*2023
To centralize or not to centralize: A tale of swarm coordination
J Hu, A Bruno, D Zagieboylo, M Zhao, B Ritchken, B Jackson, JY Chae, ...
arXiv preprint arXiv:1805.01786, 2018
122018
TabCBM: Concept-based Interpretable Neural Networks for Tabular Data
M Espinosa Zarlenga, Z Shams, ME Nelson, B Kim, M Jamnik
Transactions on Machine Learning Research, 2023
52023
An open-source benchmark suite for cloud and iot microservices
Y Gan, Y Zhang, D Cheng, A Shetty, P Rathi, N Katarki, A Bruno, J Hu, ...
arXiv preprint arXiv:1905.11055, 2019
42019
Learning to Receive Help: Intervention-Aware Concept Embedding Models
M Espinosa Zarlenga, KM Collins, K Dvijotham, A Weller, Z Shams, ...
Advances in Neural Information Processing Systems, 2023
3*2023
Do Concept Bottleneck Models Obey Locality?
N Raman, M Espinosa Zarlenga, J Heo, M Jamnik
XAI in Action: Past, Present, and Future Applications, 2023
12023
Densely Connected PixelCNN
M Espinosa Zarlenga, A Ferber, M Luo, E Niklasson
1
Bienvenue dans la collection HAL-I3S
ME Zarlenga, P Barbiero, G Ciravegna, G Marra, F Giannini
Evolution 2, 047, 0
Hotelling Games on Disconnected Graphs
M Espinosa Zarlenga, M Luo
Blocked Direct Feedback Alignment: Exploring the Benefits of Direct Feedback Alignment
M Espinosa Zarlenga, E Niklasson
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Articles 1–17