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Browsing Department of Electrical Engineering and Computer Sciences by Title

Research and Teaching Output of the MIT Community

Browsing Department of Electrical Engineering and Computer Sciences by Title

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  • Doshi, Finale (Finale P.) (Massachusetts Institute of Technology, 2007)
    Partially Observable Markov Decision Processes (POMDPs) have succeeded in many planning domains because they can optimally trade between actions that will increase an agent's knowledge about its environment and actions ...
  • Chen, Zhexu (Zhexu Michael) (Massachusetts Institute of Technology, 2008)
    The objective of this thesis is to develop a new framework for Multi-Target Tracking (MTT) algorithms that are distinguished by the use of statistical machine learning techniques. MTT is a crucial problem for many important ...
  • Seshasai, Shreyes (Massachusetts Institute of Technology, 2009)
    Knowledge of near duplicate documents can be adventagous to search engines, even those that only cover a small enterprise or specialized corpus. In this thesis, we investigate improvements to simhash, a signature-based ...
  • Bardhan, Jaydeep Porter, 1978- (Massachusetts Institute of Technology, 2006)
    This thesis presents a set of numerical techniques that extend and improve computational modeling approaches for biomolecule analysis and design. The presented research focuses on surface formulations of modeling problems ...
  • Lee, John Jaesung (Massachusetts Institute of Technology, 2008)
    Algorithms for recognition and retrieval tasks generally call for both speed and accuracy. When scaling up to very large applications, however, we encounter additional significant requirements: adaptability and scalability. ...
  • Lun, Desmond S. (Desmond Siu Men), 1979- (Massachusetts Institute of Technology, 2006)
    A fundamental problem faced in the design of almost all packet networks is that of efficient operation -- of reliably communicating given messages among nodes at minimum cost in resource usage. We present a solution to the ...
  • Fan, Mingyan (Massachusetts Institute of Technology, 2006)
    Due to the tremendous increase of data rates in optical communication, and as a result the forthcoming reliance on photonic circuits for all-optical switching, routing and signal processing, efficient coupling of light ...
  • Yiu, June D., 1976- (Massachusetts Institute of Technology, 1999)
  • Klein, Philip N. (Philip Nathan) (Massachusetts Institute of Technology, 1986)
  • Berman, David B. (David Benjamin), 1977- (Massachusetts Institute of Technology, 2000)
  • Petkov, Darin S. (Darin Stamenov), 1977- (Massachusetts Institute of Technology, 2001)
    The size and complexity of current custom VLSI have forced the use of high-level programming languages to describe hardware, and compiler and synthesis technology to map abstract designs into silicon. Many applications ...
  • Joshi, Gauri (Massachusetts Institute of Technology, 2016)
    Cloud services are changing the world by providing millions of people low-cost access to the computing power of data centers. Storing and processing data on shared servers in the cloud provides scalability and flexibility ...
  • García, Armando (Massachusetts Institute of Technology, 1986)
  • Fan, Rui, 1977- (Massachusetts Institute of Technology, 2003)
    Replication is an important technique for improving the reliability and scalability of data services. The primary problem encountered in replication is the trade-off between amount of replication, performance, and consistency. ...
  • McFarland, Alton Jerome, 1979- (Massachusetts Institute of Technology, 2002)
    As computers become more and more pervasive in our society, one of the problems that arises is how to efficiently integrate different types of systems and the information that they collect. Through cooperation between ...
  • Petters, Dmitrij (Massachusetts Institute of Technology, 2014)
    In this thesis I present a design for an efficient and sound abstract interpretation-based Value Analysis which calculates field values of security-relevant Android API class instances. The analysis is an important component ...
  • Gupta, Anjali, 1980- (Massachusetts Institute of Technology, 2004)
    This thesis examines the problem of locating and accessing an item stored in a large and volatile peer-to-peer system, and presents new ways of organizing items and peers to make this operation fast and efficient. Current ...
  • Li, Chengtao, S.M. Massachusetts Institute of Technology (Massachusetts Institute of Technology, 2016)
    Determinantal Point Processes (DPPs) are elegant probabilistic models of repulsion and diversity over discrete sets of items. It assigns higher probability to diverse subsets, making them more possible to be sampled. If ...
  • Kam, Anthony C. (Anthony Chi-Kong) (Massachusetts Institute of Technology, 2000)
    The unifying theme of this thesis is the design of packet schedulers to provide quality-of- service (QoS) guarantees for various networking problem settings. There is a dual emphasis on both theoretical justification and ...
  • Jagannathan, Krishna Prasanna (Massachusetts Institute of Technology, 2006)
    In this thesis, we study the problem of efficiently scheduling users in a multi-antenna Gaussian broadcast channel with 1M transmit antennas and K independent receivers each with a single receive antenna. We first focus ...
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