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Auditing and Generating Synthetic Data with Controllable Trust Trade-offs


May 02, 2023
Brian Belgodere, Pierre Dognin, Adam Ivankay, Igor Melnyk, Youssef Mroueh, Aleksandra Mojsilovic, Jiri Navratil, Apoorva Nitsure, Inkit Padhi, Mattia Rigotti, Jerret Ross, Yair Schiff, Radhika Vedpathak, Richard A. Young

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* 49 pages; submitted 

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Effective Dynamics of Generative Adversarial Networks


Dec 08, 2022
Steven Durr, Youssef Mroueh, Yuhai Tu, Shenshen Wang

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* 19 pages, 21 figures 

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Cloud-Based Real-Time Molecular Screening Platform with MolFormer


Aug 13, 2022
Brian Belgodere, Vijil Chenthamarakshan, Payel Das, Pierre Dognin, Toby Kurien, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young

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* Paper accepted at ECML PKDD 2022 demo track 

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Auditing Differential Privacy in High Dimensions with the Kernel Quantum Rényi Divergence


May 27, 2022
Carles Domingo-Enrich, Youssef Mroueh

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* Code at https://github.com/CDEnrich/kernel_renyi_dp 

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Learning with Stochastic Orders


May 27, 2022
Carles Domingo-Enrich, Yair Schiff, Youssef Mroueh

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* Code available at https://github.com/yair-schiff/stochastic-orders-ICMN 

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Cycle Consistent Probability Divergences Across Different Spaces


Nov 22, 2021
Zhengxin Zhang, Youssef Mroueh, Ziv Goldfeld, Bharath K. Sriperumbudur

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* 35 pages 

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Physics-enhanced deep surrogates for PDEs


Nov 10, 2021
Raphaël Pestourie, Youssef Mroueh, Chris Rackauckas, Payel Das, Steven G. Johnson

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Tighter Sparse Approximation Bounds for ReLU Neural Networks


Oct 07, 2021
Carles Domingo-Enrich, Youssef Mroueh

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Separation Results between Fixed-Kernel and Feature-Learning Probability Metrics


Jun 29, 2021
Carles Domingo-Enrich, Youssef Mroueh

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* 32 pages, 3 figures 

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