activity
20102022
most citedTowards the One Learning Algorithm Hypothesis: A System-theoretic Approach

2 citations · 3 across the 8 of their papers we have counts for

collaborators

8 papers

math.OC2022

Actuator Scheduling for Linear Systems: A Convex Relaxation Approach

Junjie Jiao, Dipankar Maity, John S. Baras +1

In this letter, we investigate the problem of actuator scheduling for networked control systems. Given a stochastic linear system with a number of actuators, we consider the case t…

cs.IT2022

Multi-user Beam Alignment in Presence of Multi-path

Nariman Torkzaban, Mohammad A., Khojastepour +1

To overcome the high path-loss and the intense shadowing in millimeter-wave (mmWave) communications, effective beamforming schemes are required which incorporate narrow beams with…

cs.IT2022

Codebook Design for Composite Beamforming in Next-generation mmWave Systems

Nariman Torkzaban, Mohamamd A., Khojastepour +1

In pursuance of the unused spectrum in higher frequencies, millimeter wave (mmWave) bands have a pivotal role. However, the high path-loss and poor scattering associated with mmWav…

cs.LG20212 cited

Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach

Christos Mavridis, John Baras

The existence of a universal learning architecture in human cognition is a widely spread conjecture supported by experimental findings from neuroscience. While no low-level impleme…

cs.CV2016

Fast Task-Specific Target Detection via Graph Based Constraints Representation and Checking

Went Luan, Yezhou Yang, Cornelia Fermuller +1

In this work, we present a fast target detection framework for real-world robotics applications. Considering that an intelligent agent attends to a task-specific object target duri…

cs.CV2016

Reliable Attribute-Based Object Recognition Using High Predictive Value Classifiers

Wentao Luan, Yezhou Yang, Cornelia Fermuller +1

We consider the problem of object recognition in 3D using an ensemble of attribute-based classifiers. We propose two new concepts to improve classification in practical situations,…