Jian Vora
Jian Vora has 2 papers in our library, in 2023–2024; often with Jure Leskovec, Percy Liang, Qian Huang.
OpenAlex · h-index 3 · 9 works · 33 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 151 times in our library · ⭐ Paper Stars ranking: #7053
Affiliations
🎓Stanford UniversityStanford ·
United States2021–2024 · 3 papers🎓Indian Institute of Technology BombayMumbai ·
India2021 · 2 papers
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 1 workArts and Humanities · 1 workComputer Science · 1 workLanguage and Linguistics · 1 workBiochemistry, Genetics and Molecular Biology · 1 workDecision Sciences · 1 workManagement Science and Operations Research · 1 workMolecular Biology · 1 work
Works by year
2020s
Papers
- MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation (2023 · 147 citations)
MLAgentBench asks whether agents built on large language models can run machine learning experiments on their own: design an approach, write and execute code, read the results, and iterate. - BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments (2024 · 29 citations)
Genome-wide CRISPR screens are expensive. Roughly 19,000 protein-coding genes can be repressed or activated, yet usually only a small fraction produce the phenotype of interest. Closed-loop design tests genes in batches and uses each round's results to choose the next. The standard Bayesian optimization approach has…
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