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Browsing MIT Open Access Articles by Title

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  • Farias, Vivek F.; Jagabathula, Srikanth; Shah, Devavrat (Neural Information Processing Systems Foundation, 2009)
    We visit the following fundamental problem: For a 'generic' model of consumer choice (namely, distributions over preference lists) and a limited amount of data on how consumers actually make decisions (such as marginal ...
  • Danziger, John; Richter, Stefan E.; Eche, Ifeoma M.; Chen, Tszyi W.; Ghassemi, Mohammad Mahdi; Celi, Leo Anthony G. (Springer Berlin Heidelberg, 2014-08)
    Purpose To demonstrate a novel method that utilizes retrospective data to develop statistically optimal dosing strategies for medications with sensitive therapeutic windows. We illustrate our approach on intravenous ...
  • Bertsimas, Dimitris J.; Gupta, Vishal; Paschalidis, Ioannis Ch. (Springer Berlin Heidelberg, 2014-09)
    Equilibrium modeling is common in a variety of fields such as game theory and transportation science. The inputs for these models, however, are often difficult to estimate, while their outputs, i.e., the equilibria they ...
  • Fehler, Michael; Shabelansky, Andrey Hanan; Malcolm, Alison E. (Society of Exploration Geophysicists, 2013-03)
    The goal of time-lapse imaging is to identify and characterize regions in which the earth’s material properties have changed between surveys. This requires an effective deployment of sources and receivers to monitor the ...
  • Chen, Desai; Levin, David I. W.; Sueda, Shinjiro; Matusik, Wojciech (Association for Computing Machinery (ACM), 2015-08)
    Crafting the behavior of a deformable object is difficult---whether it is a biomechanically accurate character model or a new multimaterial 3D printable design. Getting it right requires constant iteration, performed either ...
  • Shih, YiChang; Paris, Sylvain; Durand, Fredo; Freeman, William T. (Association for Computing Machinery, 2013-11)
    We introduce "time hallucination": synthesizing a plausible image at a different time of day from an input image. This challenging task often requires dramatically altering the color appearance of the picture. In this ...
  • Halu, Arda; Scala, Antonio; Khiyami, Abdulaziz; Gonzalez, Marta C. (American Association for the Advancement of Science (AAAS), 2016-01)
    Distributed generation takes center stage in today’s rapidly changing energy landscape. Particularly, locally matching demand and generation in the form of microgrids is becoming a promising alternative to the central ...
  • Cui, Tiangang; Marzouk, Youssef M.; Willcox, Karen E. (Wiley Blackwell, 2015-08)
    One of the major challenges in the Bayesian solution of inverse problems governed by partial differential equations (PDEs) is the computational cost of repeatedly evaluating numerical PDE models, as required by Markov chain ...
  • Potapov, Vladimir; Kaplan, Jenifer B.; Keating, Amy E. (Public Library of Science, 2015-02)
    Selective dimerization of the basic-region leucine-zipper (bZIP) transcription factors presents a vivid example of how a high degree of interaction specificity can be achieved within a family of structurally similar proteins. ...
  • Freeman, William T.; Wei, Donglai; Liu, Ce (Institute of Electrical and Electronics Engineers (IEEE), 2014-12)
    Data-driven techniques can reliably build semantic correspondence among images. In this paper, we present a new regularization model for stereo or flow through transferring the shape information of the disparity or flow ...
  • Yessenov, Kuat T.; Xu, Zhilei; Solar-Lezama, Armando (Association for Computing Machinery (ACM), 2011-10)
    Software construction today often involves the use of large frameworks. The challenge in this type of programming is that object-oriented frameworks tend to grow exceedingly intricate; they spread functionality among ...
  • Abbeel, Pieter; Hoburg, Warren W; Kirschen, Philippe Gilbert (Springer US, 2016-08)
    Motivated by practical applications in engineering, this article considers the problem of approximating a set of data with a function that is compatible with geometric programming (GP). Starting with well-established methods ...
  • Nemati, Shamim; Malhotra, Atul; Clifford, Gari D. (Hindawi Pub. Corp/Springer, 2010-06)
    We present an application of a modified Kalman-Filter (KF) framework for data fusion to the estimation of respiratory rate from multiple physiological sources which is robust to background noise. A novel index of the ...
  • Bhardwaj, Anant P.; Bhattacherjee, Souvik; Chavan, Amit; Deshpande, Amol; Elmore, Aaron J.; Madden, Samuel R.; Parameswaran, Aditya (2015-01)
    Relational databases have limited support for data collaboration, where teams collaboratively curate and analyze large datasets. Inspired by software version control systems like git, we propose (a) a dataset version ...
  • Yang, Lusann; Ceder, Gerbrand (American Physical Society, 2013-12)
    A new method for assessing the similarity of material compositions is described. A similarity measure is important for the classification and clustering of compositions. The similarity of the material compositions is ...
  • Chang, Jiyoun Christina; Olivetti, Elsa A.; Fjeldbo, Snorre Kjørstad; Kirchain, Randolph E. (Springer International Publishing, 2015-01)
    Recycling provides a key strategy to move toward a more sustainable society by partially mitigating the impact of fast-growing material consumption. One main barrier to increased recycling arises from the fact that in many ...
  • Donath, Judith; Dragulescu, Alex; Zinman, Aaron Robert; Viegas, Fernanda; Xiong, Rebecca (MIT Press, 2010-07)
    Data portraits depict their subjects' accumulated data rather than their faces. They can be visualizations of discussion contributions, browsing histories, social networks, travel patterns, etc. They are subjective renderings ...
  • Wu, Leon; Rudin, Cynthia; Kaiser, Gail; Anderson, Roger (Association for Computing Machinery (ACM), 2011)
    Ensuring reliability as the electrical grid morphs into the "smart grid" will require innovations in how we assess the state of the grid, for the purpose of proactive maintenance, rather than reactive maintenance; in the ...
  • Hawkins, Peter; Aiken, Alex; Fisher, Kathleen; Rinard, Martin C.; Sagiv, Mooly (Association for Computing Machinery (ACM), 2011-06)
    We consider the problem of specifying combinations of data structures with complex sharing in a manner that is both declarative and results in provably correct code. In our approach, abstract data types are specified using ...
  • Hawkins, Peter; Aiken, Alex; Fisher, Kathleen; Rinard, Martin C.; Sagiv, Mooly (Asian Association for Foundation of Software, 2010-11)
    We consider the problem of specifying data structures with complex sharing in a manner that is both declarative and results in provably correct code. In our approach, abstract data types are specified using relational ...
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