Anna Dawid

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Probabilistic Latent Semantic Analysis

Machine Learning

Top Venues

Mach. Learn. Sci. Technol.

Publications

Artem Vysogorets, Anna Dawid, Julia Kempe
Deconstructing the Goldilocks Zone of Neural Network Initialization. CoRR (2024)
Mahalakshmi Sabanayagam, Freya Behrens, Urte Adomaityte, Anna Dawid
Unveiling the Hessian's Connection to the Decision Boundary. CoRR (2023)
Anna Dawid, Yann LeCun
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence. CoRR (2023)
Anna Dawid, Patrick Huembeli, Michal Tomza, Maciej Lewenstein, Alexandre Dauphin
Hessian-based toolbox for reliable and interpretable machine learning in physics. Mach. Learn. Sci. Technol. 3 (1) (2022)
Niklas Käming, Anna Dawid, Korbinian Kottmann, Maciej Lewenstein, Klaus Sengstock, Alexandre Dauphin, Christof Weitenberg
Unsupervised machine learning of topological phase transitions from experimental data. Mach. Learn. Sci. Technol. 2 (3) (2021)
Leszek Dawid, Michal Tomza, Anna Dawid
Estimation of Usable Area of Flat-Roof Residential Buildings Using Topographic Data with Machine Learning Methods. Remote. Sens. 11 (20) (2019)