2014 Winter Olympics, Function composition, Das Model, Neural network, Function, Matrix

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On Oct 14, 2020
@NandoDF shared
RT @MarcosTreviso: Happy to share that our paper "The Explanation Game: Towards Prediction Explainability through Sparse Communication" accepted at #BlackboxNLP is now on arXiv: https://t.co/8MESD9dd9r 🥳🥳 (with @andre_t_martins)
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Static selection (model interpretability) Dynamic selection (prediction explainability) Wrappers Forward selection, backward elimination (Kohavi and John, 1997) Input reduction (Feng et al., 2018), representation era- sure (leave-one-out) (Li et al., 2016b; Serrano and Smith, 2019), LIME ...

arxiv.org
On Oct 14, 2020
@NandoDF shared
RT @MarcosTreviso: Happy to share that our paper "The Explanation Game: Towards Prediction Explainability through Sparse Communication" accepted at #BlackboxNLP is now on arXiv: https://t.co/8MESD9dd9r 🥳🥳 (with @andre_t_martins)
Open

Click here to read the article

Click here to read the article

Static selection (model interpretability) Dynamic selection (prediction explainability) Wrappers Forward selection, backward elimination (Kohavi and John, 1997) Input reduction (Feng et ...

The Lifted Matrix-Space Model for Semantic Composition

The Lifted Matrix-Space Model for Semantic Composition

of Linguistics New York University 10 Washington Place New York, NY 10003 2Center for Data Science New York University 60 Fifth Avenue New York, NY 10011 Abstract Tree-structured neural ...

Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples

Retrieval-Augmented Convolutional Neural Networks Against Adversarial Examples

Retrieval-Augmented Convolutional Neural Networks against Adversarial Examples Jake Zhao (Junbo) ∗ New York University [email protected] Kyunghyun Cho New York University & Facebook AI ...

Scalable Training with Information Bottleneck Objectives

Scalable Training with Information Bottleneck Objectives

Following this principle, many variations of IB objectives have been proposed (Alemi et al., 2016; Strouse & Schwab, 2017; Fisher, 2019; Gondek & Hofmann, 2003; Achille & Soatto, 2018a), ...