PASCAL Network

Number of records: 74.

	Hierarchical cost-sensitive algorithms for genome-wide gene function prediction Nicolò Cesa-Bianchi and Giorgio Valentini Article (2010)
	Regret bounds for hierarchical classification with linear-threshold functions Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Conference or Workshop Item (2004)
	A Bayesian Framework for Hierarchical Classification Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Conference or Workshop Item (28 January 2004)
	A correlation clustering approach to link classification in signed networks Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (June 2012)
	A distributed voting scheme to maximize preferences Peter Auer and Nicolò Cesa-Bianchi Article Item not available online. (2006)
	A linear time active learning algorithm for link classification Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (December 2012)
	A second-order Perceptron algorithm Nicolò Cesa-Bianchi, Alex Conconi and Claudio Gentile Article (2005)
	Active Learning on Graphs via Spanning Trees Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (December 2010)
	Active learning on trees and graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item Item not available online. (February 2010)
	Applications of regularized least squares to classification problems Nicolò Cesa-Bianchi Article (September 2007)
	Better algorithms for selective sampling Francesco Orabona and Nicolò Cesa-Bianchi Conference or Workshop Item Item not available online. (2011)
	Beyond logarithmic bounds in online learning Francesco Orabona, Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (14 October 2011)
	Combinatorial Bandits Nicolò Cesa-Bianchi and Gábor Lugosi Conference or Workshop Item (2009)
	Efficient Learning with Partially Observed Attributes Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir Conference or Workshop Item (June 2010)
	Efficient learning with partially observed attributes Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir Article Item not available online. (2011)
	Efficient Learning with Partially Observed Attributes Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Conference or Workshop Item (2010)
	Efficient Learning with Partially Observed Attributes Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Article (October 2012)
	Efficient online learning via randomized rounding Nicolò Cesa-Bianchi and Ohad Shamir Conference or Workshop Item Item not available online. (January 2012)
	Fast and optimal prediction of a labeled tree Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (June 2009)
	Fast and optimal prediction on a labeled tree Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2009)
	Functional Inference in FunCat through the Combination of Hierarchical Ensembles with Data Fusion Methods Nicolò Cesa-Bianchi, Matteo Re and Giorgio Valentini Conference or Workshop Item (2010)
	Genome-wide hierarchical classification of gene function. Nicolò Cesa-Bianchi and Giorgio Valentini Conference or Workshop Item Item not available online. (2009)
	HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (2008)
	HCGene: a software tool to support the hierarchical classification of genes Giorgio Valentini and Nicolò Cesa-Bianchi Article Item not available online. (January 2008)
	Hierarchical Classification: Combining Bayes with SVM Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Conference or Workshop Item (2006)
	Improved risk tail bounds for on-line algorithms Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (October 2005)
	Improved risk tail bounds for on-line algorithms Nicolò Cesa-Bianchi and Claudio Gentile Article (January 2008)
	Improved Second-Order Bounds for Prediction with Expert Advice Nicolò Cesa-Bianchi, Yishay Mansour and Gilles Stoltz Article (2006)
	Improved Second-Order Bounds for Prediction with Expert Advice Nicolò Cesa-Bianchi, Yishay Mansour and Gilles Stoltz Conference or Workshop Item (27 June 2005)
	Incremental algorithms for hierarchical classification Nicolò Cesa-Bianchi, Claudio Gentile, Andrea Tironi and Luca Zaniboni Conference or Workshop Item (06 September 2004)
	Incremental algorithms for hierarchical classification Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Article (2006)
	Learning from Noisy Data under Distributional Assumptions Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Conference or Workshop Item (2011)
	Learning noisy linear classifiers via adaptive and selective sampling Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Article Item not available online. (2011)
	Learning unknown graphs Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item Item not available online. (2009)
	Learning unknown graphs Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Conference or Workshop Item (2009)
	Linear algorithms for online multitask classification Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2008)
	Linear algorithms for online multitask classification Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Article Item not available online. (2010)
	Linear classification and selective sampling under low noise conditions Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2009)
	Minimizing Regret with Label Efficient Prediction Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Article (2005)
	Minimizing Regret with Label Efficient Prediction Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Conference or Workshop Item (2004)
	Mirror Descent meets Fixed Share (and feels no regret) Nicolò Cesa-Bianchi, Pierre Gaillard, Gábor Lugosi and Gilles Stoltz Conference or Workshop Item (2013)
	OM-2: An Online Multi-class Multi-kernel Learning Algorithm Luo Jie, Francesco Orabona, Marco Fornoni, Barbara Caputo and Nicolò Cesa-Bianchi Conference or Workshop Item (13 June 2010)
	Online Learning of Noisy Data Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Article (2011)
	Online Learning of Noisy Data with Kernels Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir Conference or Workshop Item (2010)
	Online learning of noisy data with kernels Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir Article Item not available online. (2011)
	Online Learning of Noisy Data with Kernels Ohad Shamir, Nicolò Cesa-Bianchi and Shai Shalev-Shwartz Conference or Workshop Item (2010)
	PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, François Laviolette and John Shawe-Taylor Article (02 May 2012)
	PAC-Bayes-Bernstein inequality for martingales and its application to multiarmed bandits Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter Auer, Francois Laviolette and John Shawe-Taylor Conference or Workshop Item (2012)
	PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off Yevgeny Seldin, Nicolò Cesa-Bianchi, François Laviolette, Peter Auer, John Shawe-Taylor and Jan Peters Conference or Workshop Item (20 May 2011)
	PAC-Bayesian Inequalities for Martingales Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor and Peter Auer Article Item not available online. (December 2012)
	Predicting the labels of an unknown graph via adaptive exploration Nicolò Cesa-Bianchi, Claudio Gentile and Fabio Vitale Article Item not available online. (2011)
	Prediction, Learning, and Games Nicolò Cesa-Bianchi and Gábor Lugosi Book Item not available online. (2006)
	Quantity Makes Quality: Learning with Information Constraints Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Conference or Workshop Item Item not available online. (2011)
	Quantity makes quality: learning with partial views Nicolò Cesa-Bianchi, Shai Shalev-Shwartz and Ohad Shamir Conference or Workshop Item Item not available online. (2011)
	Random spanning trees and the prediction of weighted graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (June 2010)
	Random spanning trees and the prediction of weighted graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Conference or Workshop Item (2010)
	Random spanning trees and the prediction of weighted graphs Nicolò Cesa-Bianchi, Claudio Gentile, Fabio Vitale and Giovanni Zappella Article (2013)
	Regret analysis of stochastic and nonstochastic multi-armed bandit problems Sébastien Bubeck and Nicolò Cesa-Bianchi Article (2012)
	Regret minimization for reserve prices in second-price auctions Nicolò Cesa-Bianchi, Claudio Gentile and Yishay Mansour Conference or Workshop Item (2013)
	Regret minimization for reserve prices in second-price auctions Nicolò Cesa-Bianchi, Claudio Gentile and Yishay Mansour Conference or Workshop Item (January 2013)
	Regret minimization under partial monitoring Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Article (2006)
	Regret minimization under partial monitoring Nicolò Cesa-Bianchi, Gábor Lugosi and Gilles Stoltz Article (September 2004)
	Robust Bounds for Classification via Selective Sampling Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona Conference or Workshop Item (June 2009)
	Robust Bounds for Classification via Selective Sampling Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona Conference or Workshop Item (2009)
	Robust bounds for classification via selective sampling Nicolò Cesa-Bianchi, Claudio Gentile and Francesco Orabona Conference or Workshop Item Item not available online. (June 2009)
	See the tree through the lines: the Shazoo algorithm Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile and Giovanni Zappella Conference or Workshop Item (December 2011)
	See the tree through the lines: the Shazoo algorithm Fabio Vitale, Nicolò Cesa-Bianchi, Claudio Gentile and Giovanni Zappella Conference or Workshop Item Item not available online. (January 2012)
	Some Impossibility Results for Budgeted Learning Nicolò Cesa-Bianchi, Ohad Shamir and Shai Shalev-Shwartz Conference or Workshop Item (2010)
	Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference Nicolò Cesa-Bianchi, Matteo Re and Giorgio Valentini Article Item not available online. (2012)
	Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference Matteo Re, Giorgio Valentini and Nicolò Cesa-Bianchi Article (July 2012)
	Towards minimax policies for online linear optimization with bandit feedback Sébastien Bubeck, Nicolò Cesa-Bianchi and Sham Kakade Conference or Workshop Item (2012)
	Tracking the Best Hyperplane with a Simple Budget Perceptron Giovanni Cavallanti, Nicolò Cesa-Bianchi and Claudio Gentile Article (2006)
	Tracking the Best Hyperplane with a Simple Budget Perceptron Nicolò Cesa-Bianchi and Claudio Gentile Conference or Workshop Item (2006)
	Worst-case analysis of selective sampling for linear-threshold algorithms Nicolò Cesa-Bianchi, Claudio Gentile and Luca Zaniboni Article (July 2006)

This list was generated on Thu Jun 20 09:34:30 BST 2013.