Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization

27 July 2022

Papers citing "Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization"

22 / 22 papers shown

Title
Pareto optimal proxy metrics Lee Richardson Alessandro Zito Dylan Greaves Jacopo Soriano 69 2 0 20 Feb 2025
AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design Francisco Erivaldo Fernandes Junior Antti Oulasvirta 103 0 0 25 Oct 2024
Predicting from Strings: Language Model Embeddings for Bayesian Optimization Tung Nguyen Qiuyi Zhang Bangding Yang Chansoo Lee J. Bornschein Yingjie Miao Sagi Perel Yutian Chen Xingyou Song BDL 26 3 0 14 Oct 2024
The Vizier Gaussian Process Bandit Algorithm Xingyou Song Qiuyi Zhang Chansoo Lee Emily Fertig Tzu-Kuo Huang ... Greg Kochanski Setareh Ariafar Srinivas Vasudevan Sagi Perel Daniel Golovin 26 7 0 21 Aug 2024
Position: A Call to Action for a Human-Centered AutoML Paradigm Marius Lindauer Florian Karl A. Klier Julia Moosbauer Alexander Tornede Andreas Mueller Frank Hutter Matthias Feurer Bernd Bischl 36 6 0 05 Jun 2024
Reinforced In-Context Black-Box Optimization Lei Song Chenxiao Gao Ke Xue Chenyang Wu Dong Li Jianye Hao Zongzhang Zhang Chao Qian 27 3 0 27 Feb 2024
OmniPred: Language Models as Universal Regressors Xingyou Song Oscar Li Chansoo Lee Bangding Yang Daiyi Peng Sagi Perel Yutian Chen 48 14 0 22 Feb 2024
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation Shreyas Havaldar Navodita Sharma Shubhi Sareen Karthikeyan Shanmugam A. Raghuveer 36 2 0 12 Oct 2023
VaPr: Variable-Precision Tensors to Accelerate Robot Motion Planning Yu-Shun Hsiao S. Hari Balakumar Sundaralingam Jason Yik Thierry Tambe Charbel Sakr S. Keckler Vijay Janapa Reddi 31 4 0 11 Oct 2023
AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede Difan Deng Theresa Eimer Joseph Giovanelli Aditya Mohan ... Sarah Segel Daphne Theodorakopoulos Tanja Tornede Henning Wachsmuth Marius Lindauer 28 22 0 13 Jun 2023
OpenBox: A Python Toolkit for Generalized Black-box Optimization Huaijun Jiang Yu Shen Yang Li Beicheng Xu Sixian Du Wentao Zhang Ce Zhang Bin Cui 28 4 0 26 Apr 2023
Scalable End-to-End ML Platforms: from AutoML to Self-serve I. Markov P. Apostolopoulos Mia Garrard Tianyu Qie Yin Huang ... Anika Li Cesar Cardoso George Han Ryan Maghsoudian Norm Zhou LRM 19 2 0 27 Feb 2023
Massively Scaling Heteroscedastic Classifiers Mark Collier Rodolphe Jenatton Basil Mustafa N. Houlsby Jesse Berent E. Kokiopoulou 24 8 0 30 Jan 2023
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations Oskar Taubert Marie Weiel D. Coquelin Anis Farshian Charlotte Debus A. Schug Achim Streit Markus Gotz 15 8 0 20 Jan 2023
Differentially Private Image Classification from Features Harsh Mehta Walid Krichene Abhradeep Thakurta Alexey Kurakin Ashok Cutkosky 46 7 0 24 Nov 2022
Task Selection for AutoML System Evaluation Jon Lorraine Nihesh Anderson Chansoo Lee Quentin de Laroussilhe Mehadi Hassen 44 4 0 26 Aug 2022
TF-GNN: Graph Neural Networks in TensorFlow Oleksandr Ferludin Arno Eigenwillig Martin J. Blais Dustin Zelle Jan Pfeifer ... Anton Tsitsulin Kevin Villela Lisa Wang David Wong Bryan Perozzi GNN 16 35 0 07 Jul 2022
Edge Inference with Fully Differentiable Quantized Mixed Precision Neural Networks Clemens J. S. Schaefer Siddharth Joshi Shane Li Raul Blazquez MQ 25 9 0 15 Jun 2022
Neural Architecture Search for Energy Efficient Always-on Audio Models Daniel T. Speckhard Karolis Misiunas Sagi Perel Tenghui Zhu S. Carlile M. Slaney 22 11 0 09 Feb 2022
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 83 326 0 20 Sep 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
RProtoBuf: Efficient Cross-Language Data Serialization in R Dirk Eddelbuettel M. Stokely Jeroen Ooms 30 8 0 28 Jan 2014