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David Alvarez-Melis

Massachusetts Institute of Technology

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Publication

Featured researches published by David Alvarez-Melis.

national conference on artificial intelligence | 2016

Topic Modeling in Twitter: Aggregating Tweets by Conversations

David Alvarez-Melis; Martin Saveski

Transactions of the Association for Computational Linguistics | 2016

Word Embeddings as Metric Recovery in Semantic Spaces

Tatsunori B. Hashimoto; David Alvarez-Melis; Tommi S. Jaakkola

international conference on learning representations | 2017

Tree-structured decoding with doubly-recurrent neural networks

David Alvarez-Melis; Tommi S. Jaakkola

empirical methods in natural language processing | 2017

A causal framework for explaining the predictions of black-box sequence-to-sequence models.

David Alvarez-Melis; Tommi S. Jaakkola

arXiv: Computation and Language | 2015

Word, graph and manifold embedding from Markov processes.

Tatsunori B. Hashimoto; David Alvarez-Melis; Tommi S. Jaakkola

international conference on learning representations | 2018

Distributional Adversarial Networks

Chengtao Li; David Alvarez-Melis; Keyulu Xu; Stefanie Jegelka; Suvrit Sra

international conference on artificial intelligence and statistics | 2018

Structured Optimal Transport.

David Alvarez-Melis; Tommi S. Jaakkola; Stefanie Jegelka

empirical methods in natural language processing | 2018

Gromov-Wasserstein Alignment of Word Embedding Spaces

David Alvarez-Melis; Tommi S. Jaakkola

arXiv: Learning | 2018

On the Robustness of Interpretability Methods.

David Alvarez-Melis; Tommi S. Jaakkola

arXiv: Learning | 2018

Game-Theoretic Interpretability for Temporal Modeling.

Guang-He Lee; David Alvarez-Melis; Tommi S. Jaakkola

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Collaboration

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Tommi S. Jaakkola

Massachusetts Institute of Technology

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Stefanie Jegelka

Massachusetts Institute of Technology

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Tatsunori B. Hashimoto

Massachusetts Institute of Technology

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Chengtao Li

Massachusetts Institute of Technology

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Keyulu Xu

Massachusetts Institute of Technology

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Martin Saveski

Massachusetts Institute of Technology

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Suvrit Sra

Massachusetts Institute of Technology

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Tamara Broderick

University of California

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