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PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design


Oct 08, 2022
Ji Won Park, Samuel Stanton, Saeed Saremi, Andrew Watkins, Henri Dwyer, Vladimir Gligorijevic, Richard Bonneau, Stephen Ra, Kyunghyun Cho

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* 9 pages, 7 figures. Submitted to NeurIPS 2022 AI4Science Workshop 

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Multimeasurement Generative Models


Dec 18, 2021
Saeed Saremi, Rupesh Kumar Srivastava

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Automatic design of novel potential 3CL$^{\text{pro}}$ and PL$^{\text{pro}}$ inhibitors


Jan 29, 2021
Timothy Atkinson, Saeed Saremi, Faustino Gomez, Jonathan Masci

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Unnormalized Variational Bayes


Jul 29, 2020
Saeed Saremi

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* Submitted to Journal of Machine Learning Research 

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Learning and Inference in Imaginary Noise Models


Jun 05, 2020
Saeed Saremi

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Provable Robust Classification via Learned Smoothed Densities


May 09, 2020
Saeed Saremi, Rupesh Srivastava

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* 24 pages, 6 figures 

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On approximating $\nabla f$ with neural networks


Nov 06, 2019
Saeed Saremi

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* 10 pages 

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