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Svetha Venkatesh

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Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties

Feb 27, 2024
Arun Kumar A V, Alistair Shilton, Sunil Gupta, Santu Rana, Stewart Greenhill, Svetha Venkatesh

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Revisiting the Dataset Bias Problem from a Statistical Perspective

Feb 05, 2024
Kien Do, Dung Nguyen, Hung Le, Thao Le, Dang Nguyen, Haripriya Harikumar, Truyen Tran, Santu Rana, Svetha Venkatesh

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Root Cause Explanation of Outliers under Noisy Mechanisms

Dec 19, 2023
Phuoc Nguyen, Truyen Tran, Sunil Gupta, Thin Nguyen, Svetha Venkatesh

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Learn to Unlearn for Deep Neural Networks: Minimizing Unlearning Interference with Gradient Projection

Dec 07, 2023
Tuan Hoang, Santu Rana, Sunil Gupta, Svetha Venkatesh

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LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying

Aug 21, 2023
Thommen George Karimpanal, Laknath Buddhika Semage, Santu Rana, Hung Le, Truyen Tran, Sunil Gupta, Svetha Venkatesh

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Intrinsic Motivation via Surprise Memory

Aug 09, 2023
Hung Le, Kien Do, Dung Nguyen, Svetha Venkatesh

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Predictive Modeling through Hyper-Bayesian Optimization

Aug 01, 2023
Manisha Senadeera, Santu Rana, Sunil Gupta, Svetha Venkatesh

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Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction

Jul 24, 2023
Hung Tran, Vuong Le, Svetha Venkatesh, Truyen Tran

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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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Zero-shot Sim2Real Adaptation Across Environments

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

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