Improved bounds about on-line learning of smooth-functions of a single variable

by Long, P.M.
Published 2013

Complexity of learning according to two models of a drifting environment

by Long, P.M.
Published 2013

The relaxed online maximum margin algorithm

by Li, Y., Long, P.M.
Published 2013

Structural results about on-line learning models with and without queries

by Auer, P., Long, P.M.
Published 2013

Preface

by Long, P.M., Stephan, F.
Published 2014

PAC learning axis-aligned rectangles with respect to product distributions from multiple-instance examples

by Long, P.M., Tan, L.
Published 2014

Prediction, Learning, Uniform Convergence, and Scale-Sensitive Dimensions

by Bartlett, P.L., Long, P.M.
Published 2014

A theoretical analysis of query selection for collaborative filtering

by Dasgupta, S., Lee, W.S., Long, P.M.
Published 2013

On the Complexity of Learning from Drifting Distributions

by Barve, R.D., Long, P.M.
Published 2014

Dictionary selection using partial matching

by Hoang, D.T., Long, P.M., Vitter, J.S.
Published 2013

The one-inclusion graph algorithm is near-optimal for the prediction model of learning

by Li, Y., Long, P.M., Srinivasan, A.
Published 2013

Adaptive disk spindown via optimal rent-to-buy in probabilistic environments

by Krishnan, P., Long, P.M., Vitter, J.S.
Published 2013

Improved bounds on the sample complexity of learning

by Li, Y., Long, P.M., Srinivasan, A.
Published 2013

Efficient cost measures for motion estimation at low bit rates

by Hoang, D.T., Long, P.M., Vitter, J.S.
Published 2014

Approximating hyper-rectangles: Learning and pseudorandom sets

by Auer, P., Long, P.M., Srinivasan, A.
Published 2014

Apple tasting

by Helmbold, D.P., Littlestone, N., Long, P.M.
Published 2013

Text compression via alphabet re-representation

by Long, P.M., Natsev, A.I., Vitter, J.S.
Published 2013

On-line learning with linear loss constraints

by Helmbold, D.P., Littlestone, N., Long, P.M.
Published 2013

Fat-shattering and the learnability of real-valued functions

by Bartlett, P.L., Long, P.M., Williamson, R.C.
Published 2014

Identification of Discriminators of Hepatoma by Gene Expression Profiling Using a Minimal Dataset Approach

by Neo, S.Y., Leow, C.K., Vega, V.B., Long, P.M., Islam, A.F.M., Liu, E.T., Ren, E.C., Lai, P.B.S.
Published 2011