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Lalana Kagal

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Massachusetts Institute of Technology

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

Jun 17, 2021
Vaikkunth Mugunthan, Pawan Goyal, Lalana Kagal

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Bias-Free FedGAN

Mar 17, 2021
Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov

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Investigating Bias in Image Classification using Model Explanations

Dec 10, 2020
Schrasing Tong, Lalana Kagal

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DPD-InfoGAN: Differentially Private Distributed InfoGAN

Oct 24, 2020
Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov

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

Jul 08, 2020
Vaikkunth Mugunthan, Ravi Rahman, Lalana Kagal

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

Feb 19, 2020
Vaikkunth Mugunthan, Anton Peraire-Bueno, Lalana Kagal

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Explaining Explanations: An Approach to Evaluating Interpretability of Machine Learning

Jun 04, 2018
Leilani H. Gilpin, David Bau, Ben Z. Yuan, Ayesha Bajwa, Michael Specter, Lalana Kagal

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

Nov 15, 2016
Julius Adebayo, Lalana Kagal

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