Li, Michael Y.
- Automated Hypothesis Validation with Agentic Sequential Falsifications
2025/02/14 by Kexin Huang, Huang, Kexin, Ying Jin +11 · 3 voices · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Fault Detection and Control Systems #cs.AI #cs.CL #cs.LG #q-bio.QM
- Why think step by step? Reasoning emerges from the locality of experience
2023/04/07 by Ben Prystawski, Prystawski, Ben, Li, Michael Y. +1 · 16 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- Automated Statistical Model Discovery with Language Models
2024/02/27 by Li, Michael Y., Fox, Emily B., Goodman, Noah D. · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions
2024/06/06 by Liyi Zhang, Zhang, Liyi, Michael Y. Li +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #I.5 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Gaussian Process Surrogate Models for Neural Networks
2022/08/11 by Michael Y. Li, Erin Grant, Li, Michael Y. +3 · 1 citation
Computer Science · Engineering · #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #Fault Detection and Control Systems
- CriticAL: Critic Automation with Language Models
2024/11/10 by Michael Y. Li, Li, Michael Y., Vivek Vajipey +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery
2025/01/02 by Gandhi, Kanishk, Li, Michael Y., Goodyear, Lyle +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)