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27 Results
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Workshop
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LLMs are Highly-Constrained Biophysical Sequence Optimizers Angelica Chen · Robert Alberstein · Andrew Watkins · Kyunghyun Cho · Nathan Frey · Samuel Stanton |
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Workshop
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Directly Optimizing for Synthesizability in Generative Molecular Design using Retrosynthesis Models Jeff Guo · Philippe Schwaller |
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Poster
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Thu 16:30 |
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization Aniketh Janardhan Reddy · Xinyang Geng · Michael Herschl · Sathvik Kolli · Aviral Kumar · Patrick Hsu · Sergey Levine · Nilah Ioannidis |
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Workshop
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Optimal Spectroscopic Measurement Design: Bayesian Framework for Rational Data Acquisition Yusei Ito · Yasuo Takeichi · Hideitsu Hino · Kanta Ono |
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Workshop
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Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth |
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Workshop
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Deterministic global optimization for sample-efficient molecular design with generative machine learning Jan Rittig · Malte Franke · Alexander Mitsos |
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Workshop
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Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data Kentaro Hoffman · Tyler H. McCormick |
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Workshop
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Constrained Multi-objective Bayesian Optimization Diantong Li · Fengxue Zhang · Chong Liu · Yuxin Chen |
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Workshop
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Fine-Tuning Discrete Diffusion Models via Reward Optimization: Applications to DNA and Protein Design Chenyu Wang · Masatoshi Uehara · Yichun He · Amy Wang · Tommaso Biancalani · Avantika Lal · Tommi Jaakkola · Sergey Levine · Hanchen Wang · Aviv Regev |
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Workshop
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Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design Chenyu Wang · Masatoshi Uehara · Yichun He · Amy Wang · Tommaso Biancalani · Avantika Lal · Tommi Jaakkola · Sergey Levine · Hanchen Wang · Aviv Regev |
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Workshop
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Efficient Design-and-Control Automation with Reinforcement Learning and Adaptive Exploration Jiajun Fan · Hongyao Tang · Michael Przystupa · Mariano Phielipp · Santiago Miret · Glen Berseth |
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Workshop
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LatentDE: Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design Thanh Tran · Nhat Ngo · Viet Thanh Duy Nguyen · Truong Son Hy |