482 citations · 727 across the 36 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.LG2016★ 48 cited
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline
Zhiguang Wang, Weizhong Yan, Tim Oates
We propose a simple but strong baseline for time series classification from scratch with deep neural networks. Our proposed baseline models are pure end-to-end without any heavy pr…
cs.IR2016★ 1 cited
Finding Representative Points in Multivariate Data Using PCA
Ashwinkumar Ganesan, Tim Oates, Matt Schmill
The idea of representation has been used in various fields of study from data analysis to political science. In this paper, we define representativeness and describe a method to is…
cs.NE2016
Neuroevolution-Based Inverse Reinforcement Learning
Karan K. Budhraja, Tim Oates
The problem of Learning from Demonstration is targeted at learning to perform tasks based on observed examples. One approach to Learning from Demonstration is Inverse Reinforcement…