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Distribution matching

Distribution Matching : Semi-Supervised Feature Selection for Biased Labelled Data

Distribution Matching : Semi-Supervised Feature Selection for Biased Labelled Data

... Table B.1: Method parameters. PLTr means percent of the labelled dataset used for training a classifier. The remainder is used for validating the classifier. Parameters j and k are explained in Section 3.3. Parameters γ ...

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Recycling privileged learning and distribution matching for fairness

Recycling privileged learning and distribution matching for fairness

... a distribution matching measure for ...constraints. Matching a distribution between function outputs (decisions) across different groups will deliver fair impact, and matching a ...

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Feature enhancement of reverberant speech by distribution matching and non-negative matrix factorization

Feature enhancement of reverberant speech by distribution matching and non-negative matrix factorization

... 2 Overview of the dereverberation process The flowchart of the dereverberation process and the overall ASR system is shown in Fig. 1. First, the speech signal is pre-processed (denoted by 1. Pre-processing) into frames ...

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Feature enhancement of reverberant speech by distribution matching and non negative matrix factorization

Feature enhancement of reverberant speech by distribution matching and non negative matrix factorization

... a distribution matching (DM) scheme for unsu- pervised dereverberation of speech features ...speech distribution by applying a non-parametric his- togram equalization-based approach ...

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Distribution-Matching Embedding for Visual Domain Adaptation

Distribution-Matching Embedding for Visual Domain Adaptation

... a distribution-matching latent ...our Distribution-Matching Embeddings can then be formulated as an optimization problem on a Grassmann ...

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Topic Modeling with Wasserstein Autoencoders

Topic Modeling with Wasserstein Autoencoders

... via distribution matching, without any Gaussian approximation; by preserving the Dirichlet prior, our model repre- sents a much more faithful generalization of LDA to neural network based topic ...

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KnowSemLM: A Knowledge Infused Semantic Language Model

KnowSemLM: A Knowledge Infused Semantic Language Model

... We also gather the statistics to analyze the us- age of event causality knowledge in KnowSemLM. We compute two key values: 1) average num- ber of times a causal event match is found in the event causality knowledge base ...

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Matching on the Estimated Propensity Score

Matching on the Estimated Propensity Score

... score matching estimators (Rosenbaum and Rubin, 1983) are widely used to estimate treatment effects when all treatment confounders are ...to matching directly on the covariates, propensity score ...

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The Personality matching of mentors and mentees in a youth mentoring program

The Personality matching of mentors and mentees in a youth mentoring program

... the matching of ...ethnic matching (Dubois, Holloway, Valentine, & Cooper, 2002; Santos & Reigadas, 2002), other studies have found matching on gender or ethnic background to be unrelated to ...

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Advertising for attention in a consumer search model

Advertising for attention in a consumer search model

... The following result establishes that this is indeed the case.23 Result 2 With 2 firms, a uniform distribution of matching values, and linear advertising technologies, we have that the n[r] ...

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Application of multiple attribute and geostatistics inversion to predict reservoir in the A area, songliao basin

Application of multiple attribute and geostatistics inversion to predict reservoir in the A area, songliao basin

... The target area have the characteristics of thin, horizontal change fast, impedance overlapping of reservoir and surrounding rock, which lead to difficult reservoir prediction. The conventional post-stack impedance ...

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A Critical Analysis of the Body of Work Method for Setting Cut-Scores

A Critical Analysis of the Body of Work Method for Setting Cut-Scores

... score distribution where the cut-score be- tween these two levels should be ...score distribution at which the probability of a panelist assigning a paper to one of the two adjacent proficiency levels is ...

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Robust Video Target Tracking Based on Multi-feature Fusion and H∞ Filtering

Robust Video Target Tracking Based on Multi-feature Fusion and H∞ Filtering

... ‘Thread_TFD’ is to perform three consecutive frames difference and detect video targets; ‘Thread_BD’ is in charge of background difference; ‘Thread_WT’ takes charge of discrete wavelet transform; ‘Thread_Contour’ is the ...

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6018.pdf

6018.pdf

... A DAG is used to represent causal relationships among a set of variables. We focus on estimating a DAG that represents a set of random variables following multivari- ate Gaussian distribution. Estimation of the ...

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Weight distribution in matching games

Weight distribution in matching games

... Now we come to the prove of the conjecture of Freixas and Kurz for games with two-player minimal winning coalitions. Assume the game G(N, W) is such a matching game. Note that all players that are not part of a ...

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Contour matching using ant colony optimization and curve evolution

Contour matching using ant colony optimization and curve evolution

... A modified ACO matching approach has been proposed by Ruberto and Morgera 2011 based on genetic algorithm; only dominant points are used instead of the sampling distribution of contour p[r] ...

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A study to determine the effect of back strengthening exercises in reducing low back pain among patients attending Sree Mookambika Medical College Hospital at Kanyakumari District

A study to determine the effect of back strengthening exercises in reducing low back pain among patients attending Sree Mookambika Medical College Hospital at Kanyakumari District

... ix LIST OF TABLES Table No 1 Title Distribution of study subjects and matching them Page No 35 for the selected demographic variables 2 Effectiveness of back strengthening exercises i[r] ...

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Egg-spot matching in common cuckoo parasitism of the oriental reed warbler: effects of host nest availability and egg rejection

Egg-spot matching in common cuckoo parasitism of the oriental reed warbler: effects of host nest availability and egg rejection

... eggs matching the appearance of the eggs of its host because the high rejection rate of poorly matched eggs would be costly to its breeding pro- cess (Avilés et  ...

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A Methodology for Sketch based Image Retrieval based on Score level Fusion

A Methodology for Sketch based Image Retrieval based on Score level Fusion

... and matching sketches ...sketch matching algorithm based on a line based representation of sketches, in which a sketch is divided into smaller units and in the matching stage the sketches are ...

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Case-Control Comparison of Enteric Viromes in Captive Rhesus Macaques with Acute or Idiopathic Chronic Diarrhea

Case-Control Comparison of Enteric Viromes in Captive Rhesus Macaques with Acute or Idiopathic Chronic Diarrhea

... (CRESS DNA) viruses were detected, and their distribution in each animal group is shown in Fig. 1A. The overall percentage of eukaryotic virus reads in these virus families was 0.063% in the healthy group, 0.131% ...

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