Last ten or so pubs of Manfred K. Warmuth
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Last ten or so pubs of Manfred K. Warmuth

Correcting the bias in least squares regression with
volume-rescaled sampling
arXiv

Leveraged volume sampling for linear regression. To
appear in NIPS18
arXiv

Reverse iterative volume sampling for linear regression

Journal paper about the following 2 conference papers and more
[JMLR paper]

Long talk about volume sampling [talk]

Subsampling for Ridge Regression via Regularized Volume Sampling
[AISTATS18 paper]
[talk]

Unbiased estimates for linear regression via volume sampling
[NIPS17 paper] [poster]

Online dynamic programming
[NIPS17 paper]

Labeled compression schemes for extremal classes
[ALT16 paper]

Minimax Fixed-Design Linear Regression
[COLT15 paper]

Online Learning Algorithms for Path Experts with Non-Additive Losses
[COLT15 paper]

Online Sabotaged Shortest Path
[COLT15 open problem]

The blessing and the curse of the multiplicative updates
[video]
[slides]
[book chapter]

The limits of squared Euclidean distance regularization
[NIPS14 paper]

Follow the Leader with Dropout Perturbation
[COLT14 paper]
[Colt talk]
[More recent talk]