Quan Geng

According to our database, Quan Geng authored at least 19 papers between 2011 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Accelerating Large-Scale Inference with Anisotropic Vector Quantization.

Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar

Proceedings of the 37th International Conference on Machine Learning, 2020

Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy.

Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

New Loss Functions for Fast Maximum Inner Product Search.

Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu

CoRR, 2019

On the Capacity Region of Broadcast Packet Erasure Relay Networks with Feedback.

Quan Geng, Mindi Yuan, Hieu T. Do, Yun Li, Rui Wu, Wei Ding

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Optimal Noise-Adding Mechanism in Additive Differential Privacy.

Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Truncated Laplacian Mechanism for Approximate Differential Privacy.

Quan Geng, Wei Ding, Ruiqi Guo, Sanjiv Kumar

CoRR, 2018

2016

Optimal Noise Adding Mechanisms for Approximate Differential Privacy.

Quan Geng, Pramod Viswanath

IEEE Trans. Inf. Theory, 2016

The Optimal Noise-Adding Mechanism in Differential Privacy.

Quan Geng, Pramod Viswanath

IEEE Trans. Inf. Theory, 2016

2015

The Staircase Mechanism in Differential Privacy.

Quan Geng, Peter Kairouz, Sewoong Oh, Pramod Viswanath

IEEE J. Sel. Top. Signal Process., 2015

2014

Interactive Interference Alignment.

Quan Geng, Sreeram Kannan, Pramod Viswanath

IEEE J. Sel. Areas Commun., 2014

Symmetric Two-User Gaussian Interference Channel with Common Messages.

Quan Geng, Tie Liu

CoRR, 2014

On the local correctness of ℓ¹-minimization for dictionary learning.

Quan Geng, John Wright

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

The optimal mechanism in differential privacy.

Quan Geng, Pramod Viswanath

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Symmetric two-user Gaussian interference channel with common message with very low interference.

Quan Geng, Tie Liu

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013

The optimal mechanism in differential privacy

Quan Geng

PhD thesis, 2013

The Optimal Mechanism in $(ε,δ)$-Differential Privacy

Quan Geng, Pramod Viswanath

CoRR, 2013

The Optimal Mechanism in Differential Privacy: Multidimensional Setting.

Quan Geng, Pramod Viswanath

CoRR, 2013

On the Capacity Region of Broadcast Packet Erasure Relay Networks With Feedback.

Quan Geng, Hieu T. Do

CoRR, 2013

2011

On the Local Correctness of L^1 Minimization for Dictionary Learning

Quan Geng, Huan Wang, John Wright

CoRR, 2011