Erik Englesson

Publication Activity (10 Years)

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

Top Topics

Robust Classification

Interpolation Methods

Handwritten Digits

Top Venues

Trans. Mach. Learn. Res.

Publications

Alfred Nilsson, Klas Wijk, Sai Bharath Chandra Gutha, Erik Englesson, Alexandra Hotti, Carlo Saccardi, Oskar Kviman, Jens Lagergren, Ricardo Vinuesa, Hossein Azizpour
Indirectly Parameterized Concrete Autoencoders. CoRR (2024)
Erik Englesson, Hossein Azizpour
Robust Classification via Regression for Learning with Noisy Labels. ICLR (2024)
Matteo Gamba, Erik Englesson, Mårten Björkman, Hossein Azizpour
Deep Double Descent via Smooth Interpolation. Trans. Mach. Learn. Res. 2023 (2023)
Erik Englesson, Amir Mehrpanah, Hossein Azizpour
Logistic-Normal Likelihoods for Heteroscedastic Label Noise. Trans. Mach. Learn. Res. 2023 (2023)
Erik Englesson, Amir Mehrpanah, Hossein Azizpour
Logistic-Normal Likelihoods for Heteroscedastic Label Noise in Classification. CoRR (2023)
Matteo Gamba, Erik Englesson, Mårten Björkman, Hossein Azizpour
Deep Double Descent via Smooth Interpolation. CoRR (2022)
Erik Englesson, Hossein Azizpour
Consistency Regularization Can Improve Robustness to Label Noise. CoRR (2021)
Erik Englesson, Hossein Azizpour
Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels. NeurIPS (2021)
Erik Englesson, Hossein Azizpour
Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels. CoRR (2021)
Erik Englesson, Hossein Azizpour
Efficient Evaluation-Time Uncertainty Estimation by Improved Distillation. CoRR (2019)