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469 research outcomes, page 6 of 47
  • publication . Preprint . Article . Other literature type . 2014
    Open Access English
    Authors:
    Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie;
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | CDI Type II: Collaborativ... (0835531)

    Comment: Published in at http://dx.doi.org/10.1214/13-AOAS698 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)

  • publication . Preprint . 2019
    Open Access English
    Authors:
    Mesa, Diego A.; Ma, Rui; Gorantla, Siva K.; Coleman, Todd P.;
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | CIF: Medium: Collaborativ... (1065022)

    The posterior matching scheme, for feedback encoding of a message point lying on the unit interval over memoryless channels, maximizes mutual information for an arbitrary number of channel uses. However, it in general does not always achieve any positive rate; so far, e...

  • publication . Article . 2020
    Open Access English
    Authors:
    Masnadi-Shirazi, Maryam; Subramaniam, Shankar;
    Publisher: Nature Publishing Group
    Project: NSF | Emerging Frontiers of Sci... (0939370), NIH | Theoretical Foundations a... (1U01CA198941-01), NIH | The Organizational Hub an... (5U01CA200147-02), NIH | Reconstruction and Modeli... (1R01LM012595-01A1)

    Abstract The curse of dimensionality has long been a hurdle in the analysis of complex data in areas such as computational biology, ecology and econometrics. In this work, we present a forecasting algorithm that exploits the dimensionality of data in a nonparametric aut...

  • publication . Preprint . 2015
    Open Access English
    Authors:
    Ghazi, Badih; Kamath, Pritish; Sudan, Madhu;
    Project: NSF | AF: Small: Algebraic Tool... (1420956), NSF | Emerging Frontiers of Sci... (0939370), NSF | AF: Small: Local Computat... (1217423)

    Motivated by the quest for a broader understanding of communication complexity of simple functions, we introduce the class of "permutation-invariant" functions. A partial function $f:\{0,1\}^n \times \{0,1\}^n\to \{0,1,?\}$ is permutation-invariant if for every bijectio...

  • publication . Preprint . Conference object . 2018
    Open Access English
    Authors:
    Cheuk Ting Li; Venkat Anantharam;
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | NeTS: Small: PTERA: Prosp... (1527846)

    We introduce a fundamental lemma called the Poisson matching lemma, and apply it to prove one-shot achievability results for various settings, namely channels with state information at the encoder, lossy source coding with side information at the decoder, joint source-c...

  • publication . Conference object . Preprint . Other literature type . 2019
    Open Access
    Authors:
    Anantharam, Venkat; Jog, Varun; Nair, Chandra;
    Publisher: IEEE
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | EAGER: Developing a Theor... (1841190), NSF | NeTS: Small: PTERA: Prosp... (1527846)

    The entropy power inequality (EPI) and the Brascamp-Lieb inequality (BLI) can be viewed as information inequalities concerning entropies of linear transformations of random variables. The EPI provides lower bounds for the entropy of linear transformations of random vect...

  • publication . Preprint . 2016
    Open Access English
    Authors:
    Satchidanandan, Bharadwaj; Kumar, P. R.;
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | NeTS: Medium: Collaborati... (1302182)

    The coming decades may see the large scale deployment of networked cyber-physical systems to address global needs in areas such as energy, water, healthcare, and transportation. However, as recent events have shown, such systems are vulnerable to cyber attacks. Being sa...

  • publication . Article . Preprint . 2011
    Open Access
    Authors:
    Kowshik, Hemant; Kumar, P. R.;
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Project: NSF | Emerging Frontiers of Sci... (0939370), NSF | CPS: Medium: Collaborativ... (1035340), NSF | NeTS: Medium: Collaborati... (0905397), NSF | CPS: Small: Delays, Clock... (1035378)

    Comment: submitted to IEEE Transactions on Information Theory

  • publication . Article . Preprint . 2020
    Open Access
    Authors:
    Kaiser, Jan; Faria, Rafatul; Camsari, Kerem Y.; Datta, Supriyo;
    Publisher: Frontiers Media SA
    Project: NSF | Emerging Frontiers of Sci... (0939370)

    Modern machine learning is based on powerful algorithms running on digital computing platforms and there is great interest in accelerating the learning process and making it more energy efficient. In this paper we present a fully autonomous probabilistic circuit for fas...

  • publication . Preprint . Conference object . 2015
    Open Access English
    Authors:
    Ilan Shomorony; Thomas Courtade; David Tse;
    Publisher: Cold Spring Harbor Laboratory
    Project: NSF | Emerging Frontiers of Sci... (0939370)

    Comment: Submitted to ISIT 2015

469 research outcomes, page 6 of 47
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