17 citations · 22 across the 3 of their papers we have counts for
3 papers
Scalable variable selection for two-view learning tasks with projection operators
Sandor Szedmak, Riikka Huusari, Tat Hong Duong Le +1
In this paper we propose a novel variable selection method for two-view settings, or for vector-valued supervised learning problems. Our framework is able to handle extremely large…
A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction
Sandor Szedmak, Anna Cichonska, Heli Julkunen +2
This paper proposes a novel method for learning highly nonlinear, multivariate functions from examples. Our method takes advantage of the property that continuous functions can be…
Robotic Playing for Hierarchical Complex Skill Learning
Simon Hangl, Emre Ugur, Sandor Szedmak +1
In complex manipulation scenarios (e.g. tasks requiring complex interaction of two hands or in-hand manipulation), generalization is a hard problem. Current methods still either re…