conftrace_

fitness landscape

8 papers

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Co-occurring keywords · papers mentioning both

mutation effect prediction (2) protein optimization (2) generative model (2) exploration mechanism (1) model-guided evolution (1) multimodal optimization (1) sequence data (1) diversity maintenance (1) mutation factorization (1) expected running time (1)

Papers

Contrastive losses as generalized models of global epistasis NeurIPS 2024 DePLM: Denoising Protein Language Models for Property Optimization NeurIPS 2024 Improving protein optimization with smoothed fitness landscapes ICLR 2024 Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization IJCAI 2024 Robust Model-Based Optimization for Challenging Fitness Landscapes ICLR 2024 Exploring Structural Similarity in Fitness Landscapes via Graph Data Mining: A Case Study on Number Partitioning Problems IJCAI 2023 Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness NeurIPS 2022 Proximal Exploration for Model-guided Protein Sequence Design ICML 2022