Research Interests: probabilistic models, neural networks Recognition, language-vision integration, human vision, scene perception Research Interests: segmentation and grouping, shape representation and perception, object Research Interests: mobile, pervasive, cloud, and edge computing Sparse linear systems, high performance and parallel scientific computing, computational finance Research Interests: numerical methods, analysis and computation of PDEs, solution of large Research Areas: numerical analysis and computing, high performance computing Of machine learning, sketch-based interfaces Research Interests: visual analytics, visualization and statistical literacy, visualization Research Areas: information visualization, human-computer interaction Research Interests: analysis of software, automotive safety, model-driven engineering, Research Areas: software engineering, programming languages & formal methods Research Interests: continuum robots, robot modelling, motion planning and control, human-robot interaction, surgical robotics, robot design Language processing, mobile devices in medicine, rare disease genomics and epigenomics Research Interests: machine learning for clinical human-computer interaction, medical natural Research Areas: computational medicine, computational biology, human-computer interaction

Instrumentation, performance and reliability Research Interests: file and storage systems, distributed data processing, dynamic Research Interests: design and analysis of algorithms, algorithmic paradigms, onlineĪlgorithms, algorithmic game theory, social choice theory Research Areas: theoretical computer science Research Interests: deep learning, generative models, learning representations Research Interests: most aspects of HCI and interactive graphics Research Areas: human-computer interaction, interactive computer graphics Professor Bacchus will not be accepting any new graduate students for 2022. Research Interests: deep learning, neural networks, deep reinforcement learning, optimization Robotic laboratories, quantum computing algorithms, accurate numerical solutions for the quantum Research Interests: machine learning for molecular and materials discovery, autonomous Research Areas: machine learning, quantum computing, robotics, high-performance computing Social networks, large-scale community dynamics, algorithmic fairness and bias Research Interests: empirical analysis of large-Scale social data, social media analysis, Research Areas: computational social science Research Interests: computing for marginalized communities, critical computing, social Research Areas: human-computer interaction, ICTD Research Interests: Parallel systems (e.g., multicores or GPUs) and their associated software.

Usc cs mobile development professors