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PhD Computer Science in University of Wisconsin - Madison - United States

University of Wisconsin - Madison - United States

About University of Wisconsin

   The University of Wisconsin, Madison is a public land-grant research institution based in Madison, Wisconsin, founded in 1848. The University of Wisconsin was the first public university in Wisconsin and residue the oldest and biggest public university in the state.
   University of Wisconsin-s academic programs involves 136 undergraduate majors, 148 master-s degree programs, and 120 doctoral level programs. The University of Wisconsin is regarded as a Public Ivy and is categorized as an R1 University, which means it energies a very high level of research activity.
   The University of Wisconsin spends $1.2 billion on research and development, the eighth-highest expenditure among U.S universities. The University of Wisconsin is considered a member of the AAU organization.
   The University of Wisconsin proffers several undergraduate degree programs, postgraduate degree programs, and doctoral level programs in various fields, including engineering, agriculture, education, business, journalism, law, and medical studies. Moreover, the University of Wisconsin encompasses over 100 research centers and courses in agriculture, arts, and engineering.

Address & Website of University of Wisconsin

Address:  Madison, WI, United States

Phone:  +1 608-263-2400

Email:  askbucky@uwmad.wisc.edu

Website:  https://www.wisc.edu/

University Type:  Public land-grant research university

Computer Science Courses Offered by University of Wisconsin

  
Undergraduate Degrees:
 •  Bachelor of Science in Computer Science
 •  Bachelor of Arts in Computer Science
 •  Bachelor of Science in Computer Engineering
 •  Bachelor of Science in Data Science
Graduate Degrees:
 •  Master of Science in Computer Science
 •  Master of Science in Data Science
 •  Master of Science in Computer Engineering
 •  Master of Arts in Computer Science
 •  Doctor of Philosophy in Computer Science
 •  Doctor of Philosophy in Computer Engineering
 •  Doctor of Philosophy in Data Science
 •  Master of Science in Data Engineering 
 •  Mad UX 
 •  Graduate Ph.D. Minor

Computer Science Research Areas - University of Wisconsin

  

  The Computer Sciences scope at the University of Wisconsin is research dominant with a dynamic environment for study; research; and professional growth.
  •  Computer Architecture
  •  Computer Vision
  •  Data Science
  •  Database Systems
  •  Graphics / Visual Computing
  •  Human-Computer Interaction
  •  Machine Learning
  •  Networks
  •  Numerical Analysis
  •  Optimization
  •  Programming Languages and Software Engineering
  •  Robotics
  •  Security and Privacy
  •  Systems
  •  Theory

Research Topics in Computer Science Research - University of Wisconsin

Computer Architecture - Recent research in computer architecture at the University of Wisconsin includes:
  •  Flexible Accelerators
  •  Speculative Parallelism
  •  Virtual Memory using Non-volatile Memory
  •  Quantum Computing
  •  Sustainable Computing.

Computer Vision - Researchers in computer vision at the University of Wisconsin investigate developing:
  •  Novel Computational Imaging Techniques
  •  Algorithms for Scene Understanding
  •  Object Detection and Segmentation
  •  Image; Video; and 3D Map Generation
  •  Action Recognition.

Data Science - Data science research at the University of Wisconsin covers several topics, including databases, numerical analysis, optimization, systems, and networking and developing new approaches and systems for collecting, analyzing, managing, processing, storing, and visualizing large amounts of data.

Database Systems - The database researchers concentrate on all features of data management for modern analytics and data science, data platforms for large-scale analytics, cloud-native databases on heterogeneous hardware architectures, machine learning systems for end-to-end data integration and enrichment, and basic work in data management theory.

Graphics / Visual Computing - Visual computing and graphics research spans broad perspectives in:
  •  Computer Animation
  •  Digital Content Creation
  •  Multimedia
  •  Visualization
  •  Augmented/Virtual Reality
  •  Human-Robot Interaction.
 Some of its recent projects include:
  •  Virtual Surgery
  •  High Performance Simulation
  •  Physical Human-Robot Interaction
  •  Visual Data Science
  •  Visualization for Machine Learning

Human-Computer Interaction - The human-computer interaction researchers conduct multidisciplinary research across a broad range in HCI, involves human-robot interaction (HRI), visualization, accessibility, augmented/virtual reality (AR/VR), and mobile interaction.

Machine Learning - Research topics under machine learning at the University of Wisconsin include:
  •  Analysis of Deep Learning
  •  Computational Learning Theory
  •  Multi-armed Bandits and Reinforcement Learning
  •  Robot Learning
  •  Robust Learning
  •  Embedding Methods with Transfer Learning for Text Data
  •  Adversarial Machine Learning
  •  Machine Teaching
  •  Non-convex Optimization for Matrix and Tensor Factorization
  •  Fast Randomized Large Scale Learning Methods.

Networks - Networks research at the University of Wisconsin broadly focuses on:
Mobile
  •  Wireless Networking
  •  Internet Systems and Protocols
  •  Internet Security
  •  Cluster Interconnects
  •  Data Center Networks.

Numerical Analysis - Numerical analysis researchers at the University of Wisconsin concentrate on approximation theory, splines, wavelets, Gabor systems, splines, and polynomial interpolation.

Optimization - Optimization researchers focus on research topics such as machine learning and data science algorithms, strategic optimization for enhanced water quality and improved natural resources, and the design and operation of more reliable electrical power grids.

Robotics - Research topics at the University of Wisconsin in robotics concentrate on: collaborative robotics, particularly designing, developing, and evaluating robotic systems that work side-by-side with people and support people in day-to-day environments; and robot learning, especially enabling learning from interaction and coordination within amid multi-agent systems.

Security and Privacy - The security and privacy research at the University of Wisconsin has a broad range of interests, including:
  •  Cyber-physical Systems
  •  Adversarial Machine Learning
  •  Language-based Security
  •  Differential Privacy
  •  Software Vulnerability Assessment
  •  Human Aspects of Security and Privacy.

Systems - The systems research group focuses on understanding complications general to:
  •  Operating Systems
  •  Distributed Systems
  •  Virtual Machines
  •  Data Centers
  •  High-performance Computing.

Theory - Present research areas of interest, in theory include:
  •  Approximation Algorithms for Combinatorial and Stochastic Optimization
  •  Algorithms in Number Theory and Algebra
  •  Computational Complexity
  •  Complexity Classifications of Counting Problems
  •  Randomness in Computation
  •  Lower Bounds for NP-complete Problems
  •  Algorithmic Game Theory including
  •  Mechanism Design
  •  Emerging Paradigms, especially
  •  Quantum Computing
  •  Cryptography
  •  Learning Theory.

Computer Science Research Labs with Specialization - University of Wisconsin

  The University of Wisconsin is the center of world-esteemed research groups across the range of computer science and constantly publishes the top journals and conferences. A few of the significant computer science-related research labs and centers are listed below;
  •  Advanced Manufacturing and Design Laboratory
  •  Advanced Structures Laboratory
  •  Connected Systems Institute
  •  Data Science and Artificial Intelligence Lab
  •  Big Data Analytics and Visualization Lab
  •  Biorobotics Laboratory
  •  Advanced Structures Laboratory
  •  Structural Engineering Research Lab
  •  Concrete Advancement Network

Scholarship Programs and Funded Projects for Computer Science - University of Wisconsin

  Several scholarship schemes have been established at the University of Wisconsin to support students and researchers financially for their academic and research needs. Some scholarship resources are listed below.
  •  Wisconsin Scholarship Hub
  •  Richard Ralph Winter Phoenix Rising Humanitarian Scholarship
  •  Simons Fellowship in Computational Neuroscience
  •  Barry M. Goldwater Scholarships
  •  Merlin E. Silverthorn Scholarship
  •  Thermo Fisher STEM Scholarship
  •  Louise Troxell Award
  •  Edna Kerngood Glicksman Award
  •  Sophomore Research Fellowship
  •  Continuing Education (CE) Grant
  •  Marshall Scholarship
  •  Rhodes Scholarship
  •  PixelPlex Scholarship
  •  Winston Churchill Foundation Scholarships
  •  National Defense Science & Engineering Graduate Fellowship
  •  Science Ambassador Scholarship
  •  Room 8 Studio Game Design Scholarship
  •  Apriorit Computer Science Scholarship

PhD Admission Procedure for Computer Science -University of Wisconsin

 Apply for the Computer Sciences PhD program at the University of Wisconsin. The following documents should be submitted
  •  Letters of recommendation
  •  GRE general scores reports
  •  Official school and graduate records
  •  Resume
  •  Personal statement
  •  Evidence of English proficiency