Search Results for author: Shantanu Thakoor

Found 6 papers, 2 papers with code

Bootstrapped Representation Learning on Graphs

2 code implementations12 Feb 2021 Shantanu Thakoor, Corentin Tallec, Mohammad Gheshlaghi Azar, Rémi Munos, Petar Veličković, Michal Valko

Current state-of-the-art self-supervised learning methods for graph neural networks (GNNs) are based on contrastive learning.

Contrastive Learning Representation Learning +1

Adversarial Examples for Natural Language Classification Problems

no code implementations ICLR 2018 Volodymyr Kuleshov, Shantanu Thakoor, Tingfung Lau, Stefano Ermon

Modern machine learning algorithms are often susceptible to adversarial examples — maliciously crafted inputs that are undetectable by humans but that fool the algorithm into producing undesirable behavior.

Classification Fake News Detection +2

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