Gabriel Bender

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 19

Top Topics

Correctness Criteria

Neural Architecture

Top Venues

SIGMOD Conference

Publications

Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets. NeurIPS (2022)
Chengrun Yang, Gabriel Bender, Hanxiao Liu, Pieter-Jan Kindermans, Madeleine Udell, Yifeng Lu, Quoc V. Le, Da Huang
Resource-Constrained Neural Architecture Search on Tabular Datasets. CoRR (2022)
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Yongzhe Wang, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators. CVPR (2021)
Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew G. Howard, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar, Feng Yang
Multi-path Neural Networks for On-device Multi-domain Visual Classification. WACV (2021)
Grace Chu, Okan Arikan, Gabriel Bender, Weijun Wang, Achille Brighton, Pieter-Jan Kindermans, Hanxiao Liu, Berkin Akin, Suyog Gupta, Andrew Howard
Discovering Multi-Hardware Mobile Models via Architecture Search. CVPR Workshops (2021)
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Hanxiao Liu, Gabriel Bender, Adam Kraft, Chen Liang, Quoc V. Le
PyGlove: Symbolic Programming for Automated Machine Learning. CoRR (2021)
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators. CoRR (2020)
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Gabriel Bender, Hanxiao Liu, Adam Kraft, Chen Liang, Quoc Le
PyGlove: Symbolic Programming for Automated Machine Learning. NeurIPS (2020)
Grace Chu, Okan Arikan, Gabriel Bender, Weijun Wang, Achille Brighton, Pieter-Jan Kindermans, Hanxiao Liu, Berkin Akin, Suyog Gupta, Andrew Howard
Discovering Multi-Hardware Mobile Models via Architecture Search. CoRR (2020)
Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc Le
Can weight sharing outperform random architecture search? An investigation with TuNAS. CoRR (2020)
Qifei Wang, Junjie Ke, Joshua Greaves, Grace Chu, Gabriel Bender, Luciano Sbaiz, Alec Go, Andrew Howard, Feng Yang, Ming-Hsuan Yang, Jeff Gilbert, Peyman Milanfar
Multi-path Neural Networks for On-device Multi-domain Visual Classification. CoRR (2020)
Wei Wen, Hanxiao Liu, Yiran Chen, Hai Helen Li, Gabriel Bender, Pieter-Jan Kindermans
Neural Predictor for Neural Architecture Search. ECCV (29) (2020)
Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas S. Huang, Xiaodan Song, Ruoming Pang, Quoc V. Le
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models. CoRR (2020)
Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas S. Huang, Xiaodan Song, Ruoming Pang, Quoc Le
BigNAS: Scaling up Neural Architecture Search with Big Single-Stage Models. ECCV (7) (2020)
Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc V. Le
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS. CVPR (2020)
Brandon Yang, Gabriel Bender, Quoc V. Le, Jiquan Ngiam
Soft Conditional Computation. CoRR (2019)
Wei Wen, Hanxiao Liu, Hai Li, Yiran Chen, Gabriel Bender, Pieter-Jan Kindermans
Neural Predictor for Neural Architecture Search. CoRR (2019)
Brandon Yang, Gabriel Bender, Quoc V. Le, Jiquan Ngiam
CondConv: Conditionally Parameterized Convolutions for Efficient Inference. NeurIPS (2019)
Gabriel Bender, Pieter-Jan Kindermans, Barret Zoph, Vijay Vasudevan, Quoc V. Le
Understanding and Simplifying One-Shot Architecture Search. ICML (2018)
Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke
The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis. SIGMOD Conference (2015)
Gabriel Bender, Lucja Kot, Johannes Gehrke
Explainable security for relational databases. SIGMOD Conference (2014)
Gabriel Bender, Lucja Kot, Johannes Gehrke, Christoph Koch
Fine-grained disclosure control for app ecosystems. SIGMOD Conference (2013)
Nitin Gupta, Lucja Kot, Sudip Roy, Gabriel Bender, Johannes Gehrke, Christoph Koch
Entangled queries: Enabling declarative data-driven coordination. ACM Trans. Database Syst. 37 (3) (2012)
Nitin Gupta, Milos Nikolic, Sudip Roy, Gabriel Bender, Lucja Kot, Johannes Gehrke, Christoph Koch
Entangled Transactions. Proc. VLDB Endow. 4 (11) (2011)
Xiaokui Xiao, Gabriel Bender, Michael Hay, Johannes Gehrke
iReduct: differential privacy with reduced relative errors. SIGMOD Conference (2011)
Nitin Gupta, Lucja Kot, Sudip Roy, Gabriel Bender, Johannes Gehrke, Christoph Koch
Entangled queries: enabling declarative data-driven coordination. SIGMOD Conference (2011)
Nitin Gupta, Lucja Kot, Gabriel Bender, Sudip Roy, Johannes Gehrke, Christoph Koch
Coordination through querying in the youtopia system. SIGMOD Conference (2011)