113 citations · 299 across the 71 of their papers we have counts for
3 papers · 1 filter
Annotation-Free Group Robustness via Loss-Based Resampling
Mahdi Ghaznavi, Hesam Asadollahzadeh, HamidReza Yaghoubi Araghi +3
It is well-known that training neural networks for image classification with empirical risk minimization (ERM) makes them vulnerable to relying on spurious attributes instead of ca…
Predicting risk/reward ratio in financial markets for asset management using machine learning
Reza Yarbakhsh, Mahdieh Soleymani Baghshah, Hamidreza Karimaghaie
Financial market forecasting remains a formidable challenge despite the surge in computational capabilities and machine learning advancements. While numerous studies have underscor…
A Distinct Unsupervised Reference Model From The Environment Helps Continual Learning
Seyyed AmirHossein Ameli Kalkhoran, Mohammadamin Banayeeanzade, Mahdi Samiei +1
The existing continual learning methods are mainly focused on fully-supervised scenarios and are still not able to take advantage of unlabeled data available in the environment. So…