2 papers
cs.LG2019
Efficient Kernel-based Subsequence Search for User Identification from Walking Activity
Antonio Candelieri, Stanislav Fedorov, Enza Messina
This paper presents an efficient approach for subsequence search in data streams. The problem consists in identifying coherent repetitions of a given reference time-series, eventua…
cs.LG2018
Reachability-based safe learning for optimal control problem
Stanislav Fedorov, Antonio Candelieri
In this work we seek for an approach to integrate safety in the learning process that relies on a partly known state-space model of the system and regards the unknown dynamics as a…