3 papers
cs.IR2018
Grapevine: A Wine Prediction Algorithm Using Multi-dimensional Clustering Methods
Richard Diehl Martinez, Geoffrey Angus, Rooz Mahdavian
We present a method for a wine recommendation system that employs multidimensional clustering and unsupervised learning methods. Our algorithm first performs clustering on a large…
cs.CV2018
Ignition: An End-to-End Supervised Model for Training Simulated Self-Driving Vehicles
Rooz Mahdavian, Richard Diehl Martinez
We introduce Ignition: an end-to-end neural network architecture for training unconstrained self-driving vehicles in simulated environments. The model is a ResNet-18 variant, which…
cs.AI2018
Theory of Machine Networks: A Case Study
Rooz Mahdavian, Richard Diehl Martinez
We propose a simplification of the Theory-of-Mind Network architecture, which focuses on modeling complex, deterministic machines as a proxy for modeling nondeterministic, consciou…