
-
The Virtual Goniometer: A new method for measuring angles on 3D models of fragmentary bone and lithics
The contact goniometer is a commonly used tool in lithic and zooarchaeol...
read it
-
Asymptotically optimal strategies for online prediction with history-dependent experts
We establish sharp asymptotically optimal strategies for the problem of ...
read it
-
Online Prediction With History-Dependent Experts: The General Case
We study the problem of prediction of binary sequences with expert advic...
read it
-
Lipschitz regularity of graph Laplacians on random data clouds
In this paper we study Lipschitz regularity of elliptic PDEs on geometri...
read it
-
Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates
We propose a new framework, called Poisson learning, for graph based sem...
read it
-
Rates of Convergence for Laplacian Semi-Supervised Learning with Low Labeling Rates
We study graph-based Laplacian semi-supervised learning at low labeling ...
read it
-
A continuum limit for the PageRank algorithm
Semi-supervised and unsupervised machine learning methods often rely on ...
read it
-
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphs
In this paper we improve the spectral convergence rates for graph-based ...
read it
-
Computation of Circular Area and Spherical Volume Invariants via Boundary Integrals
We show how to compute the circular area invariant of planar curves, and...
read it
-
Algorithms for ℓ_p-based semi-supervised learning on graphs
We develop fast algorithms for solving the variational and game-theoreti...
read it
-
Properly-weighted graph Laplacian for semi-supervised learning
The performance of traditional graph Laplacian methods for semi-supervis...
read it
-
Accelerated PDE's for efficient solution of regularized inversion problems
We further develop a new framework, called PDE Acceleration, by applying...
read it
-
Lipschitz regularized Deep Neural Networks converge and generalize
Lipschitz regularized neural networks augment the usual fidelity term us...
read it
-
The limit shape of convex hull peeling
We prove that the convex peeling of a random point set in dimension d ap...
read it
-
Anomaly detection and classification for streaming data using PDEs
Nondominated sorting, also called Pareto Depth Analysis (PDA), is widely...
read it
-
Multi-criteria Similarity-based Anomaly Detection using Pareto Depth Analysis
We consider the problem of identifying patterns in a data set that exhib...
read it
-
Pareto-depth for Multiple-query Image Retrieval
Most content-based image retrieval systems consider either one single qu...
read it
-
Multi-criteria Anomaly Detection using Pareto Depth Analysis
We consider the problem of identifying patterns in a data set that exhib...
read it