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08/23/2023
Integrating the Wikidata Taxonomy into YAGO
Wikidata is one of the largest public general-purpose Knowledge Bases (K...
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06/25/2023
A Self-Encoder for Learning Nearest Neighbors
We present the self-encoder, a neural network trained to guess the ident...
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02/01/2023
KNNs of Semantic Encodings for Rating Prediction
This paper explores a novel application of textual semantic similarity t...
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03/23/2021
Pairwise Adjusted Mutual Information
A well-known metric for quantifying the similarity between two clusterin...
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08/27/2020
A Consistent Diffusion-Based Algorithm for Semi-Supervised Classification on Graphs
Semi-supervised classification on graphs aims at assigning labels to all...
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07/20/2020
Time Series Source Separation with Slow Flows
In this paper, we show that slow feature analysis (SFA), a common time s...
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12/23/2019
Spectral embedding of regularized block models
Spectral embedding is a popular technique for the representation of grap...
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09/28/2018
Weighted Spectral Embedding of Graphs
We present a novel spectral embedding of graphs that incorporates weight...
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07/13/2018
Learning Graph Representations by Dendrograms
Hierarchical graph clustering is a common technique to reveal the multi-...
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06/05/2018
Hierarchical Graph Clustering using Node Pair Sampling
We present a novel hierarchical graph clustering algorithm inspired by m...
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12/09/2017
A Streaming Algorithm for Graph Clustering
We introduce a novel algorithm to perform graph clustering in the edge s...
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11/08/2017
Performance of Balanced Fairness in Resource Pools: A Recursive Approach
Understanding the performance of a pool of servers is crucial for proper...
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10/03/2016
Poly-Symmetry in Processor-Sharing Systems
We consider a system of processor-sharing queues with state-dependent se...
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06/01/2016
A Minimax Optimal Algorithm for Crowdsourcing
We consider the problem of accurately estimating the reliability of work...
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02/23/2016
A Streaming Algorithm for Crowdsourced Data Classification
We propose a streaming algorithm for the binary classification of data b...
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06/12/2015