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09/20/2023
Studying Lobby Influence in the European Parliament
We present a method based on natural language processing (NLP), for stud...
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07/16/2023
It's All Relative: Interpretable Models for Scoring Bias in Documents
We propose an interpretable model to score the bias present in web docum...
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06/02/2023
Fast Interactive Search with a Scale-Free Comparison Oracle
A comparison-based search algorithm lets a user find a target item t in ...
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06/01/2023
When Does Bottom-up Beat Top-down in Hierarchical Community Detection?
Hierarchical clustering of networks consists in finding a tree of commun...
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06/19/2020
Self-Supervised Prototypical Transfer Learning for Few-Shot Classification
Most approaches in few-shot learning rely on costly annotated data relat...
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11/26/2019
A User Study of Perceived Carbon Footprint
We propose a statistical model to understand people's perception of thei...
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11/01/2019
Learning Hawkes Processes from a Handful of Events
Learning the causal-interaction network of multivariate Hawkes processes...
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05/31/2019
Subspace Networks for Few-shot Classification
We propose subspace networks for the problem of few-shot classification,...
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05/13/2019
Learning to Search Efficiently Using Comparisons
We consider the problem of searching in a set of items by using pairwise...
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03/18/2019
Linear-Time Inference for Pairwise Comparisons with Gaussian-Process Dynamics
We present a probabilistic model of pairwise-comparison outcomes that ca...
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04/26/2018
MPGM: Scalable and Accurate Multiple Network Alignment
Protein-protein interaction (PPI) network alignment is a canonical opera...
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04/25/2018
On the Performance of a Canonical Labeling for Matching Correlated Erdős-Rényi Graphs
Graph matching in two correlated random graphs refers to the task of ide...
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01/12/2018
Can Who-Edits-What Predict Edit Survival?
The Internet has enabled the emergence of massive online collaborative p...
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10/20/2016
ChoiceRank: Identifying Preferences from Node Traffic in Networks
Understanding how users navigate in a network is of high interest in man...
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02/19/2015