Gradient Descent with Identity Initialization Efficiently Learns Positive-Definite Linear Transformations by Deep Residual Networks von Bartlett, Peter L., Helmbold, David P., Long, Philip M.

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Mistake bounds on the noise-free multi-armed bandit game von Nakamura, Atsuyoshi, Helmbold, David P., Warmuth, Manfred K.

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On-Line Portfolio Selection Using Multiplicative Updates von Helmbold, David P., Schapire, Robert E., Singer, Yoram, Warmuth, Manfred K.

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How to use expert advice von Cesa-Bianchi, Nicolo, Freund, Yoav, Haussler, David, Helmbold, David P, Schapire, Robert E, Warmuth, Manfred K

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Predicting Nearly As Well As the Best Pruning of a Decision Tree von Helmbold, David P, Schapire, Robert E

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Adaptive disk spin-down for mobile computers von Helmbold, David P, Long, Darrell D E, Sconyers, Tracey L, Sherrod, Bruce

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Debugging concurrent programs von McDowell, Charles E., Helmbold, David P.

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Apple tasting von Helmbold, David P., Littlestone, Nicholas, Long, Philip M.

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Combining initial segments of lists von Warmuth, Manfred K., Koolen, Wouter M., Helmbold, David P.

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A Comparison of New and Old Algorithms for a Mixture Estimation Problem von Helmbold, David P, Schapire, Robert E, Singer, Yoram, Warmuth, Manfred K

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Improved Lower Bounds for Learning from Noisy Examples: An Information-Theoretic Approach von Gentile, Claudio, Helmbold, David P.

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On-line prediction and conversion strategies von Cesa-Bianchi, Nicol, Freund, Yoav, Helmbold, David P., Warmuth, Manfred K.

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On-line learning with linear loss constraints von Helmbold, David P., Littlestone, Nicholas, Long, Philip M.

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Online Learning Using Only Peer Prediction von Liu, Yang, Helmbold, David P

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Noise Free Multi-armed Bandit Game von Nakamura, Atsuyoshi, Helmbold, David P., Warmuth, Manfred K.

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Combining Initial Segments of Lists von Warmuth, Manfred K., Koolen, Wouter M., Helmbold, David P.

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Determining possible event orders by analyzing sequential traces von Helmbold, D.P., McDowell, C.E., Wang, J.-Z.

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Tracking drifting concepts by minimizing disagreements von Helmbold, David P., Long, Philip M.

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Online Learning Using Only Peer Assessment von Liu, Yang, Helmbold, David P

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Relative loss bounds for single neurons von Helmbold, D.P., Kivinen, J., Warmuth, M.K.

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