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Adversarial Support Alignment


Mar 16, 2022
Shangyuan Tong, Timur Garipov, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola

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* Accepted to ICLR 2022 

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Syfer: Neural Obfuscation for Private Data Release


Jan 28, 2022
Adam Yala, Victor Quach, Homa Esfahanizadeh, Rafael G. L. D'Oliveira, Ken R. Duffy, Muriel Médard, Tommi S. Jaakkola, Regina Barzilay

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Understanding Interlocking Dynamics of Cooperative Rationalization


Oct 26, 2021
Mo Yu, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola

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* Accepted at NeurIPS 2021 

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GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles


Jun 08, 2021
Octavian-Eugen Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs F. Jensen, William H. Green, Tommi S. Jaakkola

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NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training


Jun 04, 2021
Adam Yala, Homa Esfahanizadeh, Rafael G. L. D' Oliveira, Ken R. Duffy, Manya Ghobadi, Tommi S. Jaakkola, Vinod Vaikuntanathan, Regina Barzilay, Muriel Medard

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Fundamental Limits and Tradeoffs in Invariant Representation Learning


Dec 19, 2020
Han Zhao, Chen Dan, Bryon Aragam, Tommi S. Jaakkola, Geoffrey J. Gordon, Pradeep Ravikumar

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Invariant Rationalization


Mar 22, 2020
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola

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* 10 pages 

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Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces


Nov 06, 2019
David Alvarez-Melis, Youssef Mroueh, Tommi S. Jaakkola

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Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control


Oct 29, 2019
Mo Yu, Shiyu Chang, Yang Zhang, Tommi S. Jaakkola

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* Accepted by EMNLP 2019 

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A Game Theoretic Approach to Class-wise Selective Rationalization


Oct 28, 2019
Shiyu Chang, Yang Zhang, Mo Yu, Tommi S. Jaakkola

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* Accepted by Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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