Sagi Perel

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1393 citations
   #cs.CL #cs.AI
2. The Vizier Gaussian Process Bandit Algorithm
   2024/08/21 by Xingyou Song, Song, Xingyou, Qiuyi Zhang +20 · 3 voices · 6 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #cs.AI #cs.LG #math.OC
3. OmniPred: Language Models as Universal Regressors
   2024/02/22 by Xingyou Song, Song, Xingyou, Oscar Li +11 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
4. A Generalized Framework for Population Based Training
   2019/02/05 by Ang Li, Ola Spyra, Li, Ang +15 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Parallel #Speech Recognition and Synthesis #Speech and Audio Processing #and Cluster Computing (cs.DC)
5. Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization
   2022/07/27 by Xingyou Song, Song, Xingyou, Sagi Perel +7 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
6. Performance Prediction for Large Systems via Text-to-Text Regression
   2025/06/26 by Yash Akhauri, Akhauri, Yash, Lewandowski, Bryan +14 · 10 citations
   Computer Science · Materials Science · #Software System Performance and Reliability #Machine Learning in Materials Science #Distributed and Parallel Computing Systems
7. Language Model Embeddings Can Be Sufficient for Bayesian Optimization
   2024/10/14 by Tùng Lâm Nguyễn, Qiuyi Zhang, Nguyen, Tung +15 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques