Multitask Protein Function Prediction through Task Dissimilarity von Frasca, Marco, Bianchi, Nicolo Cesa

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The nonstochastic multiarmed bandit problem von AUER, Peter, CESA-BIANCHI, Nicolo, FREUND, Yoav, SCHAPIRE, Robert E

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On the generalization ability of on-line learning algorithms von Cesa-Bianchi, N., Conconi, A., Gentile, C.

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A generalized online mirror descent with applications to classification and regression von Orabona, Francesco, Crammer, Koby, Cesa-Bianchi, Nicolò

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Nonstochastic Multi-Armed Bandits with Graph-Structured Feedback von Alon, Noga, Cesa-Bianchi, Nicolò, Gentile, Claudio, Mannor, Shie, Mansour, Yishay, Shamir, Ohad

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Combinatorial bandits von Cesa-Bianchi, Nicolò, Lugosi, Gábor

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Bandits With Heavy Tail von Bubeck, Sebastien, Cesa-Bianchi, Nicolo, Lugosi, Gabor

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Bilateral Trade: A Regret Minimization Perspective von Cesa-Bianchi, Nicolò, Cesari, Tommaso, Colomboni, Roberto, Fusco, Federico, Leonardi, Stefano

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Regret Minimization for Reserve Prices in Second-Price Auctions von Cesa-Bianchi, Nicolo, Gentile, Claudio, Mansour, Yishay

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Online Learning Algorithms von Cesa-Bianchi, Nicolò, Orabona, Francesco

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Synergy of multi-label hierarchical ensembles, data fusion, and cost-sensitive methods for gene functional inference von Cesa-Bianchi, Nicolò, Re, Matteo, Valentini, Giorgio

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Improved second-order bounds for prediction with expert advice von CESA-BIANCHI, Nicolo, MANSOUR, Yishay, STOLTZ, Gilles

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Finite-time Analysis of the Multiarmed Bandit Problem von Auer, Peter, Cesa-bianchi, Nicolò, Fischer, Paul

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PAC-Bayesian Inequalities for Martingales von Seldin, Y., Laviolette, F., Cesa-Bianchi, N., Shawe-Taylor, J., Auer, P.

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Tracking the best hyperplane with a simple budget perceptron von CAVALLANTI, Giovanni, CESA-BIANCHI, Nicolo, GENTILE, Claudio

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Active Incremental Recognition of Human Activities in a Streaming Context von De Rosa, Rocco, Gori, Ilaria, Cuzzolin, Fabio, Cesa-Bianchi, Nicolò

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Confidence Decision Trees via Online and Active Learning for Streaming Data von De Rosa, Rocco, Cesa-Bianchi, Nicolò

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A second-order perceptron algorithm von CESA-BIANCHI, Nicolo, CONCONI, Alex, GENTILE, Claudio

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Online Learning of Noisy Data von Cesa-Bianchi, N., Shalev-Shwartz, Shai, Shamir, O.

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Learning noisy linear classifiers via adaptive and selective sampling von Cavallanti, Giovanni, Cesa-Bianchi, Nicolò, Gentile, Claudio

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