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Content archived on 2024-06-18

Analysis of Boolean Functions for Algorithms and Complexity

Objective

"The researcher, Dr. Ryan O'Donnell, received his Ph.D. from the Mathematics Department of the Massachusetts Institute of Technology (MIT) and is now an Associate Professor in the Computer Science Department of Carnegie Mellon University (CMU). Both departments are ranked #1 by the U.S. News & World Report. The host institution will be Boğaziçi University in Istanbul, Turkey.

Broadly speaking, Dr. O'Donnell's area of research expertise is Theoretical Computer Science (""TCS""), in the sense of Algorithms and Computational Complexity Theory. More precisely, Dr. O'Donnell's work takes an interdisciplinary approach, developing new tools and ideas in mathematics in order to understand the design, analysis, and limitations of basic computational algorithms. Dr. O'Donnell's mathematical research is primarily in the newly emerging area of Analysis of Boolean Functions (also known as Discrete Fourier Analysis), a subfield of of probability theory and real analysis. The overarching goal of the research proposed herein is to innovate new discrete-analytic tools for application in Theoretical Computer Science.

Key research objectives:

AAC: Prove the Aaronson-Ambainis Conjecture regarding influences of low-degree bounded polynomials. This conjecture has important consequences for Quantum Computation.

FEI: Prove the Fourier Entropy-Influence Conjecture of Friedgut and Kalai. This conjecture has important consequences for Computational Learning Theory.

SOS: Investigate the power and limitations of the Sum-of-Squares Method in combinatorial optimization. This is a very recently developed, extremely powerful optimization technique.

NPH: Prove new NP-hardness-of-approximation results for the most basic CSPs like Max-Cut and 2Sat. This is plausible in light of recently developed Boolean analysis techniques due to Dr. O'Donnell and S.O. Chan.

SSE: Explore the Small-Set Expansion Conjecture. The goal is to find new families of hard instances or to show that the SOS method succeeds."

Fields of science (EuroSciVoc)

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Topic(s)

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Call for proposal

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FP7-PEOPLE-2013-IIF
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Funding Scheme

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MC-IIF - International Incoming Fellowships (IIF)

Coordinator

BOGAZICI UNIVERSITESI
EU contribution
€ 115 773,60
Address
BEBEK
34342 Istanbul
Türkiye

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Region
İstanbul İstanbul İstanbul
Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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