Alexandra Hotti

According to our database, Alexandra Hotti authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Indirectly Parameterized Concrete Autoencoders.

Alfred Nilsson, Klas Wijk, Sai Bharath Chandra Gutha, Erik Englesson, Alexandra Hotti, Carlo Saccardi, Oskar Kviman, Jens Lagergren, Ricardo Vinuesa, Hossein Azizpour

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Efficient Mixture Learning in Black-Box Variational Inference.

Alexandra Hotti, Oskar Kviman, Ricky Molén, Víctor Elvira, Jens Lagergren

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Benefits of Non-Linear Scale Parameterizations in Black Box Variational Inference through Smoothness Results and Gradient Variance Bounds.

Alexandra Maria Hotti, Lennart Alexander Van der Goten, Jens Lagergren

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders.

Oskar Kviman, Ricky Molén, Alexandra Hotti, Semih Kurt, Víctor Elvira, Jens Lagergren

Proceedings of the International Conference on Machine Learning, 2023

2022

Learning with MISELBO: The Mixture Cookbook.

Oskar Kviman, Ricky Molén, Alexandra Hotti, Semih Kurt, Víctor Elvira, Jens Lagergren

CoRR, 2022

2021

The Klarna Product Page Dataset: A Realistic Benchmark for Web Representation Learning.

Alexandra Hotti, Riccardo Sven Risuleo, Stefan Magureanu, Aref Moradi, Jens Lagergren

CoRR, 2021