6 citations · 10 across the 4 of their papers we have counts for
7 papers
Trust, Don't Trust, or Flip: Robust Preference-Based Reinforcement Learning with Multi-Expert Feedback
Seyed Amir Hosseini, Maryam Abdolali, Amirhosein Tavakkoli +4
Preference-based reinforcement learning (PBRL) offers a promising alternative to explicit reward engineering by learning from pairwise trajectory comparisons. However, real-world p…
Restless Video Bandits: Optimal SVC Streaming in a Multi-user Wireless Network
S. Amir Hosseini, Shivendra S. Panwar
In this paper, we consider the problem of optimal scalable video delivery to mobile users in wireless networks given arbitrary Quality Adaptation (QA) mechanisms. In current practi…
A Survey of Anticipatory Mobile Networking: Context-Based Classification, Prediction Methodologies, and Optimization Techniques
Nicola Bui, Matteo Cesana, S. Amir Hosseini +3
A growing trend for information technology is to not just react to changes, but anticipate them as much as possible. This paradigm made modern solutions, such as recommendation sys…
Under a cloud of uncertainty: Legal questions affecting Internet storage and transmission of copyright-protected video content
Fraida Fund, S. Amir Hosseini, Shivendra S. Panwar
The rapid growth of multimedia consumption has triggered technical, economic, and business innovations that improve the quality and accessibility of content. It has also opened new…
SVC-based Multi-user Streamloading for Wireless Networks
S. Amir Hosseini, Zheng Lu, Gustavo de Veciana +1
In this paper, we present an approach for joint rate allocation and quality selection for a novel video streaming scheme called streamloading. Streamloading is a recently developed…
Directional Initial Access for Millimeter Wave Cellular Systems
C. Nicolas Barati, S. Amir Hosseini, Marco Mezzavilla +4
The millimeter wave (mmWave) bands have recently attracted considerable interest for next-generation cellular systems due to the massive available bandwidths at these frequencies.…
Directional Cell Discovery in Millimeter Wave Cellular Networks
C. Nicolas Barati, S. Amir Hosseini, Sundeep Rangan +4
The acute disparity between increasing bandwidth demand and available spectrum, has brought millimeter wave (mmW) bands to the forefront of candidate solutions for the next-generat…