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Alexandra Hotti
Alexandra Hotti
KTH; Klarna
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Year
The klarna product page dataset: A realistic benchmark for web representation learning
A Hotti, RS Risuleo, S Magureanu, A Moradi, J Lagergren
arXiv preprint arXiv:2111.02168, 2021
112021
Cooperation in the latent space: The benefits of adding mixture components in variational autoencoders
O Kviman, R Molén, A Hotti, S Kurt, V Elvira, J Lagergren
International Conference on Machine Learning, 18008-18022, 2023
72023
Graph neural networks for nomination and representation learning of web elements
A Hotti, RS Risuleo, S Magureanu, A Moradi, J Lagergren
arXiv preprint arXiv:2111.02168, 2021
42021
Learning with miselbo: The mixture cookbook
O Kviman, R Molén, A Hotti, S Kurt, V Elvira, J Lagergren
32022
Indirectly Parameterized Concrete Autoencoders
A Nilsson, K Wijk, E Englesson, A Hotti, C Saccardi, O Kviman, ...
arXiv preprint arXiv:2403.00563, 2024
22024
Procedurally generating realistic interfaces using machine learning techniques
A Moradi, A Hotti, RS Risuleo, S Magureanu
US Patent App. 17/318,946, 2022
22022
Benefits of Non-Linear Scale Parameterizations in Black Box Variational Inference through Smoothness Results and Gradient Variance Bounds
AM Hotti, LA Van der Goten, J Lagergren
International Conference on Artificial Intelligence and Statistics, 3538-3546, 2024
12024
Efficient Mixture Learning in Black-Box Variational Inference
A Hotti, O Kviman, R Molén, V Elvira, J Lagergren
Proceedings of the 41st International Conference on Machine Learning 235 …, 2024
2024
Dynamic labeling of functionally equivalent neighboring nodes in an object model tree
A Hotti, RS Risuleo, A Moradi, S Magureanu, J Lagergren
US Patent 11,610,047, 2023
2023
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