Direction and speed tuning of motor-cortex multi-unit activity and local field potentials during reaching movements. - Sagi Perel; Patrick T. Sadtler; Jason M. Godlove; Stephen I. Ryu; Wei Wang 086; Aaron P. Batista; Steven M. Chase (EMBC, 2013)

Single-Snippet Analysis for Detection of Postspike Effects. - Sagi Perel; Andrew B. Schwartz; Valérie Ventura (Neural Comput., 2014)

A Generalized Framework for Population Based Training. - Ang Li 001; Ola Spyra; Sagi Perel; Valentin Dalibard; Max Jaderberg; Chenjie Gu; David Budden; Tim Harley; Pramod Gupta (KDD, 2019)

Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization. - Xingyou Song; Sagi Perel; Chansoo Lee; Greg Kochanski; Daniel Golovin (AutoML, 2022)

Towards Learning Universal Hyperparameter Optimizers with Transformers. - Yutian Chen 001; Xingyou Song; Chansoo Lee; Zi Wang; Richard Zhang 003; David Dohan; Kazuya Kawakami; Greg Kochanski; Arnaud Doucet; Marc'Aurelio Ranzato; Sagi Perel; Nando de Freitas (NeurIPS, 2022)

Neural Architecture Search for Energy Efficient Always-on Audio Models. - Daniel T. Speckhard; Karolis Misiunas; Sagi Perel; Tenghui Zhu; Simon Carlile; Malcolm Slaney (CoRR, 2022)

Neural architecture search for energy-efficient always-on audio machine learning. - Daniel T. Speckhard; Karolis Misiunas; Sagi Perel; Tenghui Zhu; Simon Carlile; Malcolm Slaney (Neural Comput. Appl., 2023)

The Vizier Gaussian Process Bandit Algorithm. - Xingyou Song; Qiuyi Zhang 001; Chansoo Lee; Emily Fertig; Tzu-Kuo Huang; Lior Belenki; Greg Kochanski; Setareh Ariafar; Srinivas Vasudevan; Sagi Perel; Daniel Golovin (CoRR, 2024)

Predicting from Strings: Language Model Embeddings for Bayesian Optimization. - Tung Nguyen; Qiuyi Zhang 001; Bangding Yang; Chansoo Lee; Jörg Bornschein; Yingjie Miao; Sagi Perel; Yutian Chen 001; Xingyou Song (CoRR, 2024)

OmniPred: Language Models as Universal Regressors. - Xingyou Song; Oscar Li; Chansoo Lee; Bangding Yang; Daiyi Peng; Sagi Perel; Yutian Chen 001 (Trans. Mach. Learn. Res., 2024)

Performance Prediction for Large Systems via Text-to-Text Regression. - Yash Akhauri; Bryan Lewandowski; Cheng-Hsi Lin; Adrian N. Reyes; Grant C. Forbes; Arissa Wongpanich; Bangding Yang; Mohamed S. Abdelfattah; Sagi Perel; Xingyou Song (CoRR, 2025)