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Matthew J. Holland

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

13

Venues

4

Active years

2014–2024

Best venue rank

A*

Where they publish

Papers

13 indexed papers, newest first.

YearVenueTitleAuthors
2024AAAIA Survey of Learning Criteria Going beyond the Usual Risk (Abstract Reprint).Matthew J. Holland, Kazuki Tanabe
2024AISTATSRobust variance-regularized risk minimization with concomitant scaling.Matthew J. Holland
2024ICMLCriterion Collapse and Loss Distribution Control.Matthew J. Holland
2023AISTATSFlexible risk design using bi-directional dispersion.Matthew J. Holland
2022AAAIAnytime Guarantees under Heavy-Tailed Data.Matthew J. Holland
2022AISTATSSpectral risk-based learning using unbounded losses.Matthew J. Holland, El Mehdi Haress
2021AAAIScaling-Up Robust Gradient Descent Techniques.Matthew J. Holland
2021AISTATSLearning with risk-averse feedback under potentially heavy tails.Matthew J. Holland, El Mehdi Haress
2019AISTATSRobust descent using smoothed multiplicative noise.Matthew J. Holland
2019AISTATSClassification using margin pursuit.Matthew J. Holland
2019ICMLBetter generalization with less data using robust gradient descent.Matthew J. Holland, Kazushi Ikeda
2015ICASSPLocation robust estimation of predictive Weibull parameters in short-term wind speed forecasting.Matthew J. Holland, Kazushi Ikeda
2014ICASSPForecasting in wind energy applications with site-adaptive Weibull estimation.Matthew J. Holland, Kazushi Ikeda