
Recovery of Joint Probability Distribution from oneway marginals: Low rank Tensors and Random Projections
Joint probability mass function (PMF) estimation is a fundamental machin...
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SPOT: A framework for selection of prototypes using optimal transport
In this work, we develop an optimal transport (OT) based framework to se...
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Think out of the package: Recommending package types for ecommerce shipments
Multiple product attributes like dimensions, weight, fragility, liquid c...
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Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection
In this paper, we show that if the optimization function is restricteds...
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ProtoDash: Fast Interpretable Prototype Selection
In this paper we propose an efficient algorithm ProtoDash for selecting ...
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Sensitivity Analysis for additive STDP rule
Spike Timing Dependent Plasticity (STDP) is a Hebbian like synaptic lear...
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Gradient density estimation in arbitrary finite dimensions using the method of stationary phase
We prove that the density function of the gradient of a sufficiently smo...
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A new variational principle for the Euclidean distance function: Linear approach to the nonlinear eikonal problem
We present a fast convolutionbased technique for computing an approxima...
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An application of the stationary phase method for estimating probability densities of function derivatives
We prove a novel result wherein the density function of the gradients...
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Distance Transform Gradient Density Estimation using the Stationary Phase Approximation
The complex wave representation (CWR) converts unsigned 2D distance tran...
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Karthik S. Gurumoorthy
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