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Concepts for efficient, adaptive and robust deep learning from distributed data [article]

Felix Sattler, Technische Universität Berlin, Klaus-Robert Müller
2021
These distributed "on-device" training approaches, have many advantages over traditional cloud-based training such as better privacy-preservation, increased security and device autonomy.  ...  and privacy constraints.  ...  Privacy: Distributed ML applications promise to preserve the privacy of the local data sets.  ... 
doi:10.14279/depositonce-12493 fatcat:oizocfed2bgm5ksjkm6aauq4gq

State Of The Art Analysis Report

Miguel Ángel Esbrí
2014 Zenodo  
integration layer that is enabled and supported by FI-WARE generic enablers;  Role-based views for the individual participants in the business networks along with integrated security and privacy management  ...  Query operations, such as SORT, JOIN, AGGREGATE, are fully supported by SPARQL and it offers specifically graph traversal syntax for data represented as a graph.  ...  Similar to repositories we can also find digital object preservation systems like Archivematica 248 , KOPAL 249 and dArceo 250 .  ... 
doi:10.5281/zenodo.200497 fatcat:otpyumabc5fbpgqmixtgmt7hli

Submodularity In Machine Learning and Artificial Intelligence [article]

Jeff Bilmes
2022 arXiv   pre-print
Since we've turned the modular function into a feature-based function, submodularity is preserved.  ...  Alternatively, we can capture the facility location directly by a feature based function, term by term, by sorting the individual modular functions.  ... 
arXiv:2202.00132v1 fatcat:sp4b3ww3ajdxvfgigp7xw4f4yq

Data-driven transfer optimizations for big data in the industrial internet of things [article]

Niklas Bernhard Semmler, Technische Universität Berlin, Anja Feldmann
2022
On the one side, the data is generated by inherently hierarchical and distributed industrial processes and retains these qualities.  ...  Because these industrial facilities are often connected to the cloud by low-bandwidth access networks, IIoT big data cannot be entirely transferred to the cloud.  ...  I use this opportunity to thank those who helped me along this path and apologize in advance should I have omitted anyone by name.  ... 
doi:10.14279/depositonce-15529 fatcat:7aqxsi4yz5fstooj3n3nhu3j3u

Acoustic GIS‐based monitoring of Atlantic cod ecosystems in coastal Newfoundland

George A. Rose
2008 Journal of the Acoustical Society of America  
For nearly 50 years the subject of aerodynamic sound was dominated by approaches based upon this analogy or variants of it.  ...  During the 1990s acoustic criteria for injury were designated based upon temporary hearing loss.  ...  Evaluations of acoustic environment, speech privacy and self-rated work efficiency were improved.  ... 
doi:10.1121/1.2932540 fatcat:v6w3j7upx5duhkunch6oai5jve

Analysis of room transfer function and reverberant signal statistics

Eleftheria Georganti, John Mourjopoulos, Finn Jacobsen
2008 Journal of the Acoustical Society of America  
Plates have the same thickness and are joined along their edges.  ...  This research is partly supported by the European Commission under contract FP6-027026-K-SPACE and by the French AII ͑Quaero project͒. 5aMUd3.  ...  Some of the elastic responses for free field backscattering as a function of tilt angle could be interpreted using prior ray-based theory of generalized Rayleigh wave contributions ͓K.  ... 
doi:10.1121/1.2935346 fatcat:lxgnqr6tozajhge3ydet3xomam

A virtual auditory environment for investigating the auditory signal processing of realistic sounds

Sylvain Favrot, Jörg M. Buchholz
2008 Journal of the Acoustical Society of America  
Plates have the same thickness and are joined along their edges.  ...  This research is partly supported by the European Commission under contract FP6-027026-K-SPACE and by the French AII ͑Quaero project͒. 5aMUd3.  ...  Some of the elastic responses for free field backscattering as a function of tilt angle could be interpreted using prior ray-based theory of generalized Rayleigh wave contributions ͓K.  ... 
doi:10.1121/1.2936003 fatcat:ontu6yamdvgbnooet5fe36fm74

Position Papers of the 2014 Federated Conference on Computer Science and Information Systems

Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Maria Ganzha, Leszek Maciaszek, Marcin Paprzycki, Wil Van Der Aalst, Marco Aiello, Barrett Bryant, Ana Fred, Janusz Górski, Mike Hinchey (+13 others)
2014 Polskie Towarzystwo Informatyczne Annals of Computer Science and Information Systems   unpublished
Email: eunika.mercier-laurent@univ-lyon3.fr The work was performed under grant "The development of an e-university's ontological knowledge base", state registration number 0213RK00305.  ...  Thus K can be represented by its characteristic matrix K * =   K * (1) K * (2) K * (3)   =   1 1 1 1 0 1 0 1 0   , where K * (j) is the characteristic function of K(u j ).  ...  If the fourth letter ("A") is present, the fourth channel contains the "alpha" (transparency) value for the pixel.  ... 
fatcat:6su2ni4m5ze7zomr37ej5m6y3y

Coalgebraic Logics (Dagstuhl Seminar 12411) Algebraic and Combinatorial Methods in Computational Complexity (Dagstuhl Seminar 12421) Time-of-Flight Imaging: Algorithms, Sensors and Applications (Dagstuhl Seminar 12431) Foundations and Challenges of Change and Evolution in Ontologies (Dagstuhl Seminar 12441) Requirements Management-Novel Perspectives and Challenges (Dagstuhl Seminar 12442)

Lieven Desmet, Martin Johns, Benjamin Livshits, Andrei Sabelfeld, Ernst-Erich Doberkat, Alexander Kurz, Manindra Agrawal, Thomas Thierauf, Christopher Umans, James Davis, Bernd Jähne, Andreas Kolb (+9 others)
2012 unpublished
We review the requirements problem as defined by Jackson and Zave [2]. We then discuss how computational complexity creeps in and how to cope with it.  ...  Pattinson, K. Sano, L.  ...  Among other results, we show that or every constant k (i) NP is not in NTIME(n k )/n o(1) (ii) P does not have P-uniform deterministic circuits of size n k .  ... 
fatcat:3zuf3grgabettljj7apksbc4lq

Temporal suppression and augmentation of click-evoked otoacoustic emissions

Sarah Verhulst, James M. Harte, Torsten Dau
2008 Hearing Research  
materials under the posts base.  ...  into a variety of FDTD based acoustic prediction scenarios.  ...  Plates have the same thickness and are joined along their edges.  ... 
doi:10.1016/j.heares.2008.09.008 pmid:18926894 fatcat:bijdlpxpzfcsrjeefayvvu4pl4

Across‐frequency processes involved in auditory detection of coloration

Jörg M. Buchholz, Paris Kerketsos
2008 Journal of the Acoustical Society of America  
materials under the posts base.  ...  into a variety of FDTD based acoustic prediction scenarios.  ...  Plates have the same thickness and are joined along their edges.  ... 
doi:10.1121/1.2935741 fatcat:acaporn5qvgb5coauovqkbv6lq

The perceptual flow of phonetic feature processing

Steven Greenberg, Thomas Ulrich Christiansen
2008 Journal of the Acoustical Society of America  
materials under the posts base.  ...  Some new results of a beam tracing approach based on the uncertainty principle. Uwe M.  ...  Plates have the same thickness and are joined along their edges.  ... 
doi:10.1121/1.2935993 fatcat:l2ix2ph575gh7l27xtjq264qkm

Temporal suppression and augmentation of click‐evoked otoacoustic emissions

Sarah Verhulst, James M. Harte, Torsten Dau
2008 Journal of the Acoustical Society of America  
materials under the posts base.  ...  into a variety of FDTD based acoustic prediction scenarios.  ...  Plates have the same thickness and are joined along their edges.  ... 
doi:10.1121/1.2935694 fatcat:z6yidzqqendznbmrczb3woaiv4

Cross‐spectral synergy and consonant identification

Thomas Ulrich Christiansen, Steven Greenberg
2008 Journal of the Acoustical Society of America  
materials under the posts base.  ...  Some new results of a beam tracing approach based on the uncertainty principle. Uwe M.  ...  Plates have the same thickness and are joined along their edges.  ... 
doi:10.1121/1.2935680 fatcat:znwocm35unasharfwbcap5omim

Amplitude modulation depth discrimination in hearing‐impaired and normal‐hearing listeners

Stephan D. Ewert, Jutta Volmer, Torsten Dau, Jesko Verhey
2008 Journal of the Acoustical Society of America  
materials under the posts base.  ...  Some new results of a beam tracing approach based on the uncertainty principle. Uwe M.  ...  Plates have the same thickness and are joined along their edges.  ... 
doi:10.1121/1.2935715 fatcat:qsqohnv63fdsjgegqb2h5s7r7q
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