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Ali Javadi Abhari

Non-degree Visiting Student (Chong)


Yali Amit

Professor,
Departments of Computer Science and Statistics
Senior Fellow,
Computation Institute

Research Interests: Computer Vision, Image Analysis and Speech Recognition

Research

Computer vision, image analysis and speech recognition: Object detection, recognition and model registration algorithms in digital images and acoustic data using hierarchies of templates. Applications to optical character recognition, zip code reading, face detection and recognition, automatic anatomy identification in medical images, detection and recognition of acoustic signals. Computational efficiency is emphasized. Statistical modeling and analysis of the data for understanding the performance of the algorithms. Parallel and biologically plausible neural architectures for implementing these algorithms involving interactions with research on biological visual and acoustic pattern recognition.


László Babai

George and Elizabeth Yovovich Professor,
Departments of Computer Science and Mathematics

Research Interests: Theory, Discrete Mathematics

Research

I work in the fields of theoretical computer science and discrete mathematics; more specifically in computational complexity theory, algorithms, combinatorics, and finite groups, with an emphasis on the interactions between these fields. Asymptotic questions and probabilistic methods are common features in my work in each of these areas. The introduction of Las Vegas algorithms, interactive proofs, holographic proofs (proofs verifiable by spotchecks) are among the conceptual highlights. A recent example: methods of the complexity theories of Boolean circuits and branching programs have been brought to bear on the analysis of a popular random sampling technique in computational group theory.


Bruno Barbarioli

PhD Student


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