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LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning


May 03, 2023
Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana

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Controlled Diversity with Preference : Towards Learning a Diverse Set of Desired Skills


Mar 07, 2023
Maxence Hussonnois, Thommen George Karimpanal, Santu Rana

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* AAMAS 2023 
* Accepted to AAMAS 2023 

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BO-Muse: A human expert and AI teaming framework for accelerated experimental design


Mar 03, 2023
Sunil Gupta, Alistair Shilton, Arun Kumar A V, Shannon Ryan, Majid Abdolshah, Hung Le, Santu Rana, Julian Berk, Mahad Rashid, Svetha Venkatesh

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* 34 Pages, 7 Figures and 5 Tables 

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Zero-shot Sim2Real Adaptation Across Environments


Feb 08, 2023
Buddhika Laknath Semage, Thommen George Karimpanal, Santu Rana, Svetha Venkatesh

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Gradient Descent in Neural Networks as Sequential Learning in RKBS


Feb 01, 2023
Alistair Shilton, Sunil Gupta, Santu Rana, Svetha Venkatesh

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Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation


Sep 21, 2022
Kien Do, Hung Le, Dung Nguyen, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh

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* Accepted to NeurIPS 2022 

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Defense Against Multi-target Trojan Attacks


Jul 08, 2022
Haripriya Harikumar, Santu Rana, Kien Do, Sunil Gupta, Wei Zong, Willy Susilo, Svetha Venkastesh

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Fast Conditional Network Compression Using Bayesian HyperNetworks


May 13, 2022
Phuoc Nguyen, Truyen Tran, Ky Le, Sunil Gupta, Santu Rana, Dang Nguyen, Trong Nguyen, Shannon Ryan, Svetha Venkatesh

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* Published as a conference paper at ECML 2021 

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Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization


Mar 15, 2022
Hung Tran-The, Sunil Gupta, Santu Rana, Svetha Venkatesh

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* AISTATS 2022 

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Towards Effective and Robust Neural Trojan Defenses via Input Filtering


Mar 08, 2022
Kien Do, Haripriya Harikumar, Hung Le, Dung Nguyen, Truyen Tran, Santu Rana, Dang Nguyen, Willy Susilo, Svetha Venkatesh

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