Anna Dawid

According to our database, Anna Dawid authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Deconstructing the Goldilocks Zone of Neural Network Initialization.

Artem Vysogorets, Anna Dawid, Julia Kempe

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

2023

Unveiling the Hessian's Connection to the Decision Boundary.

Mahalakshmi Sabanayagam, Freya Behrens, Urte Adomaityte, Anna Dawid

CoRR, 2023

Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence.

Anna Dawid, Yann LeCun

CoRR, 2023

2022

Quantum many-body physics with ultracold atoms and molecules: exact dynamics and machine learning

Anna Dawid

PhD thesis, 2022

Hessian-based toolbox for reliable and interpretable machine learning in physics.

Anna Dawid, Patrick Huembeli, Michal Tomza, Maciej Lewenstein, Alexandre Dauphin

Mach. Learn. Sci. Technol., 2022

2021

Unsupervised machine learning of topological phase transitions from experimental data.

Niklas Käming, Anna Dawid, Korbinian Kottmann, Maciej Lewenstein, Klaus Sengstock, Alexandre Dauphin, Christof Weitenberg

Mach. Learn. Sci. Technol., September, 2021

2019

Estimation of Usable Area of Flat-Roof Residential Buildings Using Topographic Data with Machine Learning Methods.

Leszek Dawid, Michal Tomza, Anna Dawid

Remote. Sens., 2019