output
20042026
most citedPhotoluminescent diamond nanoparticles for cell labeling: study of the uptake mechanism in mammalian cells

332 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023

Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent

Krunoslav Lehman Pavasovic, Alain Durmus, Umut Simsekli

A recent line of empirical studies has demonstrated that SGD might exhibit a heavy-tailed behavior in practical settings, and the heaviness of the tails might correlate with the ov…

cs.LG2023★ 1 cited

Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias

Ambroise Odonnat, Vasilii Feofanov, Ievgen Redko

Self-training is a well-known approach for semi-supervised learning. It consists of iteratively assigning pseudo-labels to unlabeled data for which the model is confident and treat…