1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
L2M: Practical posterior Laplace approximation with optimization-driven second moment estimation
Christian S. Perone, Roberto Pereira Silveira, Thomas Paula
Uncertainty quantification for deep neural networks has recently evolved through many techniques. In this work, we revisit Laplace approximation, a classical approach for posterior…
cs.CL2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks
Christian S. Perone, Roberto Silveira, Thomas S. Paula
Despite the fast developmental pace of new sentence embedding methods, it is still challenging to find comprehensive evaluations of these different techniques. In the past years, w…