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2020 – today
- 2024
[i7]Xingyou Song, Oscar Li, Chansoo Lee, Bangding Yang, Daiyi Peng, Sagi Perel, Yutian Chen:
OmniPred: Language Models as Universal Regressors. CoRR abs/2402.14547 (2024)- [i6]Xingyou Song, Qiuyi Zhang, Chansoo Lee, Emily Fertig, Tzu-Kuo Huang, Lior Belenki, Greg Kochanski, Setareh Ariafar, Srinivas Vasudevan, Sagi Perel, Daniel Golovin:
The Vizier Gaussian Process Bandit Algorithm. CoRR abs/2408.11527 (2024) - [i5]Tung Nguyen, Qiuyi Zhang, Bangding Yang, Chansoo Lee, Jorg Bornschein, Yingjie Miao, Sagi Perel, Yutian Chen, Xingyou Song:
Predicting from Strings: Language Model Embeddings for Bayesian Optimization. CoRR abs/2410.10190 (2024) - 2023
- [j2]Daniel T. Speckhard
, Karolis Misiunas, Sagi Perel, Tenghui Zhu, Simon Carlile, Malcolm Slaney:
Neural architecture search for energy-efficient always-on audio machine learning. Neural Comput. Appl. 35(16): 12133-12144 (2023) - 2022
- [c4]Xingyou Song, Sagi Perel, Chansoo Lee, Greg Kochanski, Daniel Golovin:
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization. AutoML 2022: 8/1-17 - [c3]Yutian Chen, Xingyou Song, Chansoo Lee, Zi Wang, Richard Zhang, David Dohan, Kazuya Kawakami, Greg Kochanski, Arnaud Doucet, Marc'Aurelio Ranzato, Sagi Perel, Nando de Freitas:
Towards Learning Universal Hyperparameter Optimizers with Transformers. NeurIPS 2022 - [i4]Daniel T. Speckhard, Karolis Misiunas, Sagi Perel, Tenghui Zhu, Simon Carlile, Malcolm Slaney:
Neural Architecture Search for Energy Efficient Always-on Audio Models. CoRR abs/2202.05397 (2022) - [i3]Yutian Chen, Xingyou Song, Chansoo Lee, Zi Wang, Qiuyi Zhang, David Dohan, Kazuya Kawakami, Greg Kochanski, Arnaud Doucet, Marc'Aurelio Ranzato, Sagi Perel, Nando de Freitas:
Towards Learning Universal Hyperparameter Optimizers with Transformers. CoRR abs/2205.13320 (2022) - [i2]Xingyou Song, Sagi Perel, Chansoo Lee, Greg Kochanski, Daniel Golovin:
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization. CoRR abs/2207.13676 (2022)
2010 – 2019
- 2019
- [c2]Ang Li, Ola Spyra, Sagi Perel, Valentin Dalibard, Max Jaderberg, Chenjie Gu, David Budden, Tim Harley, Pramod Gupta:
A Generalized Framework for Population Based Training. KDD 2019: 1791-1799 - [i1]Ang Li, Ola Spyra, Sagi Perel, Valentin Dalibard, Max Jaderberg, Chenjie Gu, David Budden, Tim Harley, Pramod Gupta:
A Generalized Framework for Population Based Training. CoRR abs/1902.01894 (2019) - 2014
- [j1]Sagi Perel, Andrew B. Schwartz, Valérie Ventura:
Single-Snippet Analysis for Detection of Postspike Effects. Neural Comput. 26(1): 40-56 (2014) - 2013
- [c1]Sagi Perel, Patrick T. Sadtler, Jason M. Godlove, Stephen I. Ryu, Wei Wang, Aaron P. Batista, Steven M. Chase:
Direction and speed tuning of motor-cortex multi-unit activity and local field potentials during reaching movements. EMBC 2013: 299-302
Coauthor Index
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