Whitaker, Ross T.

10 publications

MLJ 2022 GENs: Generative Encoding Networks Surojit Saha, Shireen Y. Elhabian, Ross T. Whitaker

AAAI 2020 Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations Wei W. Xing, Shireen Y. Elhabian, Robert Michael Kirby, Ross T. Whitaker, Shandian Zhe

ECML-PKDD 2017 Nyström Sketches Daniel J. Perry, Braxton Osting, Ross T. Whitaker

ECML-PKDD 2016 Augmented Leverage Score Sampling with Bounds Daniel J. Perry, Ross T. Whitaker

ECML-PKDD 2014 Kernel Principal Geodesic Analysis Suyash P. Awate, Yen-Yun Yu, Ross T. Whitaker

ICCV 2009 Dimensionality Reduction and Principal Surfaces via Kernel mAP Manifolds Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker

ICML 2007 Robust Non-Linear Dimensionality Reduction Using Successive 1-Dimensional Laplacian Eigenmaps Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker

ECCV 2006 Unsupervised Texture Segmentation with Nonparametric Neighborhood Statistics Suyash P. Awate, Tolga Tasdizen, Ross T. Whitaker

CVPR 2005 Higher-Order Image Statistics for Unsupervised, Information-Theoretic, Adaptive, Image Filtering Suyash P. Awate, Ross T. Whitaker

ICCV 1995 Algorithms for Implicit Deformable Models Ross T. Whitaker