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- IBM (United States)US73 papers
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21 papers · 1 filter
Faster Kernel Ridge Regression Using Sketching and Preconditioning
Haim Avron, Kenneth L. Clarkson, David P. Woodruff
Kernel Ridge Regression (KRR) is a simple yet powerful technique for non-parametric regression whose computation amounts to solving a linear system. This system is usually dense an…
Diversity Promoting Online Sampling for Streaming Video Summarization
Rushil Anirudh, Ahnaf Masroor, Pavan Turaga
Many applications benefit from sampling algorithms where a small number of well chosen samples are used to generalize different properties of a large dataset. In this paper, we use…
Utilization of Deep Reinforcement Learning for saccadic-based object visual search
Tomasz Kornuta, Kamil Rocki
The paper focuses on the problem of learning saccades enabling visual object search. The developed system combines reinforcement learning with a neural network for learning to pred…
Linear Support Tensor Machine: Pedestrian Detection in Thermal Infrared Images
Sujoy Kumar Biswas, Peyman Milanfar
Pedestrian detection in thermal infrared images poses unique challenges because of the low resolution and noisy nature of the image. Here we propose a mid-level attribute in the fo…
A General Characterization of the Statistical Query Complexity
Vitaly Feldman
Statistical query (SQ) algorithms are algorithms that have access to an {\em SQ oracle} for the input distribution instead of i.i.d.~ samples from . Given a query function $…
Reading and Writing Single-Atom Magnets
Fabian D. Natterer, Kai Yang, William Paul +5
The highest-density magnetic storage media will code data in single-atom bits. To date, the smallest individually addressable bistable magnetic bits on surfaces consist of 5-12 ato…