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Lalana Kagal

Massachusetts Institute of Technology

Multi-VFL: A Vertical Federated Learning System for Multiple Data and Label Owners



Vaikkunth Mugunthan , Pawan Goyal , Lalana Kagal


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Bias-Free FedGAN



Vaikkunth Mugunthan , Vignesh Gokul , Lalana Kagal , Shlomo Dubnov


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Investigating Bias in Image Classification using Model Explanations



Schrasing Tong , Lalana Kagal


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DPD-InfoGAN: Differentially Private Distributed InfoGAN



Vaikkunth Mugunthan , Vignesh Gokul , Lalana Kagal , Shlomo Dubnov


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BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning



Vaikkunth Mugunthan , Ravi Rahman , Lalana Kagal


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PrivacyFL: A simulator for privacy-preserving and secure federated learning



Vaikkunth Mugunthan , Anton Peraire-Bueno , Lalana Kagal

* 15 pages 

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Explaining Explanations: An Approach to Evaluating Interpretability of Machine Learning



Leilani H. Gilpin , David Bau , Ben Z. Yuan , Ayesha Bajwa , Michael Specter , Lalana Kagal

* Edited author email 

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Iterative Orthogonal Feature Projection for Diagnosing Bias in Black-Box Models



Julius Adebayo , Lalana Kagal


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