187 citations
- Carnegie Mellon UniversityUS2 papers
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- Baidu (China)CN1 paper
- Bar-Ilan UniversityIL1 paper
- Ben-Gurion University of the NegevIL1 paper
- Concern Worldwide UKGB1 paper
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- FORTH Institute of Computer ScienceGR1 paper
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- Hewlett Packard Enterprise (United States)US1 paper
4 papers · 1 filter
Scaling Polyhedral Neural Network Verification on GPUs
Christoph Müller, François Serre, Gagandeep Singh +2
Certifying the robustness of neural networks against adversarial attacks is essential to their reliable adoption in safety-critical systems such as autonomous driving and medical d…
Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning
Navid Naderializadeh, Jaroslaw Sydir, Meryem Simsek +1
We propose a mechanism for distributed resource management and interference mitigation in wireless networks using multi-agent deep reinforcement learning (RL). We equip each transm…
A Hybrid Deep Learning Approach for Diagnosis of the Erythemato-Squamous Disease
Sayan Putatunda
The diagnosis of the Erythemato-squamous disease (ESD) is accepted as a difficult problem in dermatology. ESD is a form of skin disease. It generally causes redness of the skin and…
Efficient Anomaly Detection via Matrix Sketching
Vatsal Sharan, Parikshit Gopalan, Udi Wieder
We consider the problem of finding anomalies in high-dimensional data using popular PCA based anomaly scores. The naive algorithms for computing these scores explicitly compute the…