no code implementations • NeurIPS 2008 • Maxim Raginsky, Svetlana Lazebnik, Rebecca Willett, Jorge Silva
This paper describes a recursive estimation procedure for multivariate binary densities using orthogonal expansions.
no code implementations • NeurIPS 2010 • Eric Wang, Dehong Liu, Jorge Silva, Lawrence Carin, David B. Dunson
An objective of such analysis is to infer structure and inter-relationships underlying the matrices, here defined by latent features associated with each axis of the matrix.
no code implementations • LREC 2014 • Ana Aguiar, Mariana Kaiseler, Hugo Meinedo, Pedro Almeida, Mariana Cunha, Jorge Silva
The collection activities are on-going, and we expect to increase the number of complete recordings in the corpus to 30 by June 2014.
no code implementations • 17 Feb 2016 • Deovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva
For example, it is observed that with a Gaussian kernel, as the value of kernel bandwidth is lowered, the data boundary changes from spherical to wiggly.
2 code implementations • 19 Feb 2017 • Wei Xiao, Xiaolin Huang, Jorge Silva, Saba Emrani, Arin Chaudhuri
Robust PCA methods are typically batch algorithms which requires loading all observations into memory before processing.
no code implementations • 25 Apr 2018 • Namita Lokare, Jorge Silva, Ilknur Kaynar Kabul
In this paper, we propose a robust feature engineering method, Randomized Union of Locally Linear Subspaces (RULLS).
no code implementations • 6 Jul 2018 • Xin J. Hunt, Saba Emrani, Ilknur Kaynar Kabul, Jorge Silva
Multi-task learning is a type of transfer learning that trains multiple tasks simultaneously and leverages the shared information between related tasks to improve the generalization performance.
no code implementations • NeurIPS 2020 • Afshin Oroojlooy, MohammadReza Nazari, Davood Hajinezhad, Jorge Silva
The first attention model is introduced to handle different numbers of roads-lanes; and the second attention model is intended for enabling decision-making with any number of phases in an intersection.