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of Machine Learning as the problem of approximating function f from the pair of measurements (x,y), and Optimization as the problem of finding the value of input x that maximizes the output y given
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DNA or RNA motif discovery is a popular biological method to identify over-represented DNA or RNA sequences in next generation sequencing experiments. These motifs represent the binding site of transcription factors or RNA-binding proteins. DNA or RNA binding sites are often variable. However,...
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In NeuroDistSys (NDS): Optimized Distributed Training and Inference on Large-Scale Distributed Systems, we aim to design and implement cutting-edge techniques to optimize the training and inference
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, ensuring they are scalable, reliable, secure, and cost-optimized. Make critical design decisions and setting technical standards following AWS Well Architected Framework. System Design and Implementation
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, optimization, or multi-agent interactions. Machine learning: reinforcement learning, or multi-agent systems. Signal processing: spectrum sensing, localization, or radio environment modelling. Optimization and
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, optimization, or multi-agent interactions. Machine learning: reinforcement learning, or multi-agent systems. Signal processing: spectrum sensing, localization, or radio environment modelling. Optimization and
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-related queries, upgrades, integrations, and future enhancements — ensuring optimal system performance and alignment with organisational needs. WHAT YOU CAN BRING TO THE ROLE As a passionate and skilled
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contacted if the need to recruit arises. Casual Examination Supervisors You will play a key role to ensure all students have the opportunity to sit examinations under optimal conditions according
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simulation experiments include many factors. For screening, different designs, such as orthogonal supersaturated, definitive screening, A-optimal, or D-optimal designs are proposed in the literature. A- or D
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Are you ready to belong to a dynamic community where courage, creativity, and optimism are essential elements of our DNA? At ECU we’re inspired by the incredible achievements of Edith Cowan, the first woman