Coreset

In computational geometry, a coreset is a small set of points that approximates the shape of a larger point set, in the sense that applying some…

Papers overview

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2017

How can we train a statistical mixture model on a massive data set? In this paper, we show how to construct coresets for mixtures…

2017

Many applications infer the structure of a probabilistic graphical model from data to elucidate the relationships between…

2017

We provide a deterministic data summarization algorithm that approximates the mean $\bar{p}=\frac{1}{n}\sum_{p\in P} p$ of a set…

2017

This short paper develops variational continual learning (VCL), a simple but general framework for continual learning that fuses…

2015

How can a \$20 toy quadcopter hover using a weak "Internet of Things" mini-board and a web-cam? In the pose-estimation problem we…

2013

We present an approach to position k servers (e.g. mobile robots) to provide a service to n independently moving clients; for…

2011

This paper defines a fundamentally new approach of capacity recovery of very noisy, practically completely useless optical…

2010

Let be a function that assigns a real number (P ) 0 to any point set P in R d ; for example, (P ) can be the diameter or radius…

2008

Bagging predictors have shown to be effective especially when the learners used to train the base classifiers are weak. In this…

2005

Let P be a set of n points in d-dimensional Euclidean space, where each of the points has integer coordinates from the range…