Results 71 to 80 of about 992,707 (136)

Efficient novel network and index for alcoholism detection from EEGs. [PDF]

Health Inf Sci Syst, 2023
Sadiq MT, Siuly S, Almogren A, Li Y, Wen P.   +4 more
europepmc   +1 more source

Multiple integral representation for functionals of Dirichlet processes

, 2008
We point out that a proper use of the Hoeffding--ANOVA decomposition for symmetric statistics of finite urn sequences, previously introduced by the author, yields a decomposition of the space of square-integrable functionals of a Dirichlet--Ferguson ...
Peccati, Giovanni
core   +2 more sources

A novel online multi-task learning for COVID-19 multi-output spatio-temporal prediction. [PDF]

Heliyon, 2023
Wu Z, Loo CK, Obaidellah U, Pasupa K.
europepmc   +1 more source

PAC-Bayesian Analysis of Martingales and Multiarmed Bandits

, 2011
We present two alternative ways to apply PAC-Bayesian analysis to sequences of dependent random variables. The first is based on a new lemma that enables to bound expectations of convex functions of certain dependent random variables by expectations of ...
Auer, Peter, Laviolette, François, Peters, Jan, Seldin, Yevgeny, Shawe-Taylor, John   +4 more
core  

Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $\beta$-Mixing Processes

, 2009
Pac-Bayes bounds are among the most accurate generalization bounds for classifiers learned from independently and identically distributed (IID) data, and it is particularly so for margin classifiers: there have been recent contributions showing how ...
Ralaivola, Liva, Stempfel, Guillaume, Szafranski, Marie   +2 more
core   +2 more sources

Active Actions in the Extraction of Urban Objects for Information Quality and Knowledge Recommendation with Machine Learning. [PDF]

Sensors (Basel), 2022
Silva LA, Sales Mendes A, Sánchez San Blas H, Caetano Bastos L, Leopoldo Gonçalves A, Fabiano de Moraes A.   +5 more
europepmc   +1 more source

Towards More Efficient Rényi Entropy Estimation. [PDF]

Entropy (Basel), 2023
Skorski M.
europepmc   +1 more source

Spread in climate policy scenarios unravelled. [PDF]

Nature, 2023
Dekker MM, Hof AF, van den Berg M, Daioglou V, van Heerden R, van der Wijst KI, van Vuuren DP.   +6 more
europepmc   +1 more source

CRAFT: Concept Recursive Activation FacTorization for Explainability. [PDF]

Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit, 2023
Fel T, Picard A, Bethune L, Boissin T, Vigouroux D, Colin J, Cadène R, Serre T.   +7 more
europepmc   +1 more source

Analysis of computational intelligence approaches for predicting disease severity in humans: Challenges and research guidelines. [PDF]

J Educ Health Promot, 2023
Narasimhan G, Victor A.
europepmc   +1 more source