Accelerating Large-Scale Inference with Anisotropic Vector Quantization.
Proceedings of the 37th International Conference on Machine Learning, 2020
Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
New Loss Functions for Fast Maximum Inner Product Search.
CoRR, 2019
On the Capacity Region of Broadcast Packet Erasure Relay Networks with Feedback.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Optimal Noise-Adding Mechanism in Additive Differential Privacy.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Truncated Laplacian Mechanism for Approximate Differential Privacy.
CoRR, 2018
Optimal Noise Adding Mechanisms for Approximate Differential Privacy.
IEEE Trans. Inf. Theory, 2016
The Optimal Noise-Adding Mechanism in Differential Privacy.
IEEE Trans. Inf. Theory, 2016
The Staircase Mechanism in Differential Privacy.
IEEE J. Sel. Top. Signal Process., 2015
Interactive Interference Alignment.
IEEE J. Sel. Areas Commun., 2014
Symmetric Two-User Gaussian Interference Channel with Common Messages.
CoRR, 2014
On the local correctness of ℓ<sup>1</sup>-minimization for dictionary learning.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
The optimal mechanism in differential privacy.
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.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
The optimal mechanism in differential privacy
PhD thesis, 2013
The Optimal Mechanism in $(ε,δ)$-Differential Privacy
CoRR, 2013
The Optimal Mechanism in Differential Privacy: Multidimensional Setting.
CoRR, 2013
On the Capacity Region of Broadcast Packet Erasure Relay Networks With Feedback.
CoRR, 2013
On the Local Correctness of L^1 Minimization for Dictionary Learning
CoRR, 2011