Shvartsman, Michael
- AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
2025/07/03 by Toledo, Edan, Hambardzumyan, Karen, Josifoski, Martin +22 · 24 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adaptive Nonparametric Psychophysics
2021/04/19 by Lucy L. W. Owen, Lucy Owen, Owen, Lucy +10 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · #Analog and Mixed-Signal Circuit Design #Control Systems and Identification #FOS: Biological sciences #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME) #Neurons and Cognition (q-bio.NC) #q-bio.NC #stat.ME
- The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
2025/06/27 by Bingchen Zhao, Despoina Magka, Zhao, Bingchen +43 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- A Semi-Parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks
2023/02/02 by Keeley, Stephen, Letham, Benjamin, Tymms, Chase +2 · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC)
- Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation
2022/03/18 by Benjamin Letham, Phillip Guan, Letham, Benjamin +7 · 1 citation
Computer Science · Engineering · Mathematics · #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity
2025/11/19 by Audran-Reiss, Alexis, Armengol-Estapé, Jordi, Estapé, Jordi Armengol +18 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing