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477 research outcomes, page 1 of 48
  • publication . Conference object . Article . Preprint . 2016
    Open Access
    Authors:
    Cullina, Daniel; Dalai, Marco; Polyanskiy, Yury;
    Publisher: IEEE
    Project: NSF | Emerging Frontiers of Sci... (0939370)

    National Science Foundation (U.S.) (Grant CCF-13-18620)

  • publication . Preprint . 2019
    Open Access English
    Authors:
    Rothenhäusler, Dominik; Yu, Bin;
    Project: NSF | BIGDATA: F: Scalable and ... (1741340), NSF | Emerging Frontiers of Sci... (0939370)

    The ignorability assumption and the overlap condition are key assumptions in causal inference. They are commonly made, but often violated in observational studies. In this paper, we investigate a local version of the ignorability assumption for continuous treatments, wh...

  • publication . Preprint . 2017
    Open Access English
    Authors:
    Ming, Hao; Xie, Le; Campi, Marco; Garatti, Simone; Kumar, P. R.;
    Project: NSF | EAGER: A Dynamical System... (1546682), NSF | Emerging Frontiers of Sci... (0939370)

    This paper introduces a new computational framework to account for uncertainties in day-ahead electricity market clearing process in the presence of demand response providers. A central challenge when dealing with many demand response providers is the uncertainty of its...

  • publication . Preprint . 2018
    Open Access English
    Authors:
    Phade, Soham R.; Anantharam, Venkat;
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | NeTS: Small: PTERA: Prosp... (1527846), NSF | EARS: Spectrum Sharing fo... (1343398)

    We show that, in a resource allocation problem, the ex ante aggregate utility of players with cumulative-prospect-theoretic preferences can be increased over deterministic allocations by implementing lotteries. We formulate an optimization problem, called the system pro...

  • publication . Preprint . 2015
    Open Access English
    Authors:
    Shahin Mohammadi; Ananth Grama;
    Publisher: Cold Spring Harbor Laboratory
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | Collaborative Research: C... (1124962)

    <jats:p>Identification of biochemical processes that drive the transformation of a totipotent cell into various cell types is essential to our understanding of living systems. This complex machinery determines how tissues differ in terms of their anatomy, physiology, mo...

  • publication . Preprint . 2015
    Open Access English
    Authors:
    Wang, Zhiying; Cadambe, Viveck R.;
    Project: NSF | Emerging Frontiers of Sci... (0939370)

    Comment: 30 Pages. Extended version of conference publications in ISIT 2014 and Allerton 2014. Revision adds a section, Section VII, and corrects minor typographical errors in the rest of the document

  • publication . Article . 2014
    Open Access English
    Authors:
    Merril Gersten; Dan Zhou; Priti Azad; Gabriel G. Haddad; Shankar Subramaniam;
    Publisher: Public Library of Science
    Project: NIH | Molecular mechanisms of h... (3P01HL098053-01A1S1), NIH | Signaling Gateway (5R01GM078005-07), NSF | Emerging Frontiers of Sci... (0939370), NIH | MOLECULAR BASIS OF CELL T... (5R01NS037756-02), NIH | Reconstruction and Modeli... (5R33HL087375-03), NIH | HYPOXIA IN DEVELOPMENT: I... (5P01HD032573-03), NSF | Biochemical Pathways Work... (0641037), NSF | CDI-Type II: Hierarchiaca... (0835541)

    Adaptation to hypoxia, defined as a condition of inadequate oxygen supply, has enabled humans to successfully colonize high altitude regions. The mechanisms attempted by organisms to cope with short-term hypoxia include increased ATP production via anaerobic respiration...

  • publication . Preprint . Conference object . Article . 2011
    Open Access English
    Authors:
    T. Weissman; null Young-Han Kim; H. H. Permuter;
    Project: NSF | Collaborative Research: T... (0729195), NSF | Emerging Frontiers of Sci... (0939370)

    A notion of directed information between two continuous-time processes is proposed. A key component in the definition is taking an infimum over all possible partitions of the time interval, which plays a role no less significant than the supremum over “space” partitions...

  • publication . Preprint . Conference object . 2012
    Open Access English
    Authors:
    Shang Shang; Pan Hui; Sanjeev R. Kulkarni; Paul W. Cuff;
    Project: NSF | Emerging Frontiers of Sci... (0939370)

    Recommendation systems have received considerable attention recently. However, most research has been focused on improving the performance of collaborative filtering (CF) techniques. Social networks, indispensably, provide us extra information on people's preferences, a...

  • publication . Article . Other literature type . 2012
    Open Access
    Authors:
    Hiller, Michael; Schaar, Bruce T.; Bejerano, Gill;
    Publisher: Oxford University Press (OUP)
    Project: NSF | Emerging Frontiers of Sci... (0939370), NIH | Computational &Functional... (1R01HG005058-01), NIH | Characterization of regul... (5R01HD059862-04)

    Conserved non-protein-coding DNA elements (CNEs) often encode cis-regulatory elements and are rarely lost during evolution. However, CNE losses that do occur can be associated with phenotypic changes, exemplified by pelvic spine loss in sticklebacks. Using a computation...

477 research outcomes, page 1 of 48
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