conftrace_

protein optimization

3 papers

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Co-occurring keywords · papers mentioning both

fitness landscape (2) mutation effect prediction (1) evolutionary information (1) property optimization (1) directed evolution (1) bandit theory (1) tikunov regularization (1) protein language model (1) model generalization (1) energy-based model (1)

Papers

DePLM: Denoising Protein Language Models for Property Optimization NeurIPS 2024 Improving protein optimization with smoothed fitness landscapes ICLR 2024 Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization NeurIPS 2022