As a record…
- An Information-Theoretic Analysis on the Interactions of Variables in Combinatorial Optimization Problems, Dong-Il Seo and Byung-Ro Moon (Evolutionary Computation 2007)
- Junction Tree Variational Autoencoder for Molecular Graph Generation, Wengong Jin … Tommi Jaakkola (ICML 2018)
- Functional Graphical Models: Structure Enables Offline Data-Driven Optimization, Kuba Grudzien … Pieter Abbeel (AISTATS 2024)
- The Context-Dependence of Mutations: A Linkage of Formalisms, Frank J. Poelwijk … Rama Ranganathan (PLOS Computational Biology 2016)
- Protein language models learn evolutionary statistics of interacting sequence motifs, Zhidian Zhang … Sergey Ovchinnikov (PNAS 2024)
- Forking Paths in Neural Text Generation, Eric Bigelow … Tomer Ullman (ICLR 2025)
- Conditioning by adaptive sampling for robust design, David Brookes … Jennifer Listgarten (ICML 2019)
- Optimal trade-off control in machine learning–based library design, with application to adeno-associated virus (AAV) for gene therapy, Danqing Zhu … David V. Schaffer (Science Advances 2024)
- A view of estimation of distribution algorithms through the lens of expectation-maximization, David H. Brookes … Jennifer Listgarten (GECCO 2020)
- Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review, Sergey Levine (arxiv preprint 2018)
- Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design, Andrew Campbell … Tommi Jaakkola (ICML 2024)
- Reinforcement learning by reward-weighted regression for operational space control, Jan Peters and Stefan Schaal (ICML 2007)