Gabriel Bender

28 papers A* 6A 1Journal 11Unranked 9

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