353 citations
- Université de MontréalCA22 papers
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39 papers · 1 filter
A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
In this work, we develop a privacy-by-design generative model for synthesizing the activity diary of the travel population using state-of-art deep learning approaches. This propose…
A Kubernetes Controller for Managing the Availability of Elastic Microservice Based Stateful Applications
Leila Abdollahi Vayghan, Mohamed Aymen Saied, Maria Toeroe +1
The architectural style of microservices has been gaining popularity in recent years. In this architectural style, small and loosely coupled modules are deployed and scaled indepen…
Fast and Robust Localization of Surgical Array using Kalman Filter
Md Ashikuzzaman, Noushin Jafarpisheh, Sunil Rottoo +2
Intraoperative tracking of surgical instruments is an inevitable task of computer-assisted surgery. An optical tracking system often fails to precisely reconstruct the dynamic loca…
On the boundary classification of -Wright-Fisher processes with frequency-dependent selection
Clément Foucart, Xiaowen Zhou
We construct extensions of the pure-jump -Wright-Fisher processes with frequency-dependent selection (-WF processes with selection) beyond their first passage time at the bou…
Reinforcement Learning in Nonzero-sum Linear Quadratic Deep Structured Games: Global Convergence of Policy Optimization
Masoud Roudneshin, Jalal Arabneydi, Amir G. Aghdam
We study model-based and model-free policy optimization in a class of nonzero-sum stochastic dynamic games called linear quadratic (LQ) deep structured games. In such games, player…
Betrayed by the Guardian: Security and Privacy Risks of Parental Control Solutions
S. Ali, M. Elgharabawy, Q. Duchaussoy +2
For parents of young children and adolescents, the digital age has introduced many new challenges, including excessive screen time, inappropriate online content, cyber predators, a…