
Provably Approximated ICP
The goal of the alignment problem is to align a (given) point cloud P = ...
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Faster PAC Learning and Smaller Coresets via Smoothed Analysis
PAClearning usually aims to compute a small subset (εsample/net) from ...
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Sets Clustering
The input to the setskmeans problem is an integer k≥ 1 and a set P={P_...
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Introduction to Coresets: Accurate Coresets
A coreset (or coreset) of an input set is its small summation, such tha...
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Fast and Accurate LeastMeanSquares Solvers
Leastmean squares (LMS) solvers such as Linear / Ridge / LassoRegressi...
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Provable Approximations for Constrained ℓ_p Regression
The ℓ_p linear regression problem is to minimize f(x)=Axb_p over x∈...
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Minimizing Sum of NonConvex but Piecewise logLipschitz Functions using Coresets
We suggest a new optimization technique for minimizing the sum ∑_i=1^n f...
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Coresets for Kinematic Data: From Theorems to RealTime Systems
A coreset (or coreset) of a dataset is its semantic compression with re...
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Ibrahim Jubran
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