2 citations · 2 across the 4 of their papers we have counts for
4 papers
Learning to Follow Instructions in Text-Based Games
Mathieu Tuli, Andrew C. Li, Pashootan Vaezipoor +3
Text-based games present a unique class of sequential decision making problem in which agents interact with a partially observable, simulated environment via actions and observatio…
Exploiting Explainable Metrics for Augmented SGD
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis
Explaining the generalization characteristics of deep learning is an emerging topic in advanced machine learning. There are several unanswered questions about how learning under st…
Towards Robust and Automatic Hyper-Parameter Tunning
Mathieu Tuli, Mahdi S. Hosseini, Konstantinos N. Plataniotis
The task of hyper-parameter optimization (HPO) is burdened with heavy computational costs due to the intractability of optimizing both a model's weights and its hyper-parameters si…
CONet: Channel Optimization for Convolutional Neural Networks
Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu +7
Neural Architecture Search (NAS) has shifted network design from using human intuition to leveraging search algorithms guided by evaluation metrics. We study channel size optimizat…