Publications
Recent Publications
Generalized Synthetic Control for TestOps at ABI: Models, Algorithms, and Infrastructure
With Luis Costa, Vivek F. Farias, Patricio Foncea, Jingyuan (Donna) Gan, Ayush Garg, Ivo Rosa Montenegro, Kumarjit Pathak, and Dusan Popovic
Synthetically Controlled Bandits
Vivek F. Farias, Ciamac Moallemi, Tianyi Peng, Andrew Zheng (alphabetical order)
[arxiv]
Uncertainty Quantification For Low-Rank Matrix Completion With Heterogeneous and Sub-Exponential Noise
Vivek F. Farias, Andrew A. Li, Tianyi Peng (alphabetical order)
Accepted by the 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022)
[arxiv]
Learning Treatment Effects in Panels with General Intervention Patterns
Vivek F. Farias, Andrew A. Li, Tianyi Peng (alphabetical order)
The Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021, Oral (~0.6%))
[arxiv]
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
Vivek F. Farias, Andrew A. Li, Tianyi Peng (alphabetical order)
The Thirty-eighth International Conference on Machine Learning (ICML 2021)
[arxiv]
The Limits to Learning a Diffusion Model
Jackie Baek, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, Andrew Zheng (alphabetical order)
The Twenty-Second ACM Conference on Economics and Computation (EC 2021)
[arxiv]
Publications in Quantum
I also did some research on quantum information science.
Quantum Queuing Delay
Wenhan Dai, Tianyi Peng, Moe Win
IEEE Journal on Selected Areas in Communications (IEEE-JSAC), vol. 38, no. 3, pp. 605-618, 2020
[link], [pdf]
Optimal Remote Entanglement Distribution
Wenhan Dai, Tianyi Peng, Moe Win
IEEE Journal on Selected Areas in Communications (IEEE-JSAC), vol. 38, no. 3, pp. 540-556, 2020
[link], [pdf]
Simulating Large Quantum Circuits on a Small Quantum Computer
Tianyi Peng, Maris Ozols, Aram Harrow, Xiaodi Wu
Physical Review Letters 125, 150504 (2020) (PRL)
[link]
[arxiv]
Remote State Preparation for Multiple Parties
Wenhan Dai, Tianyi Peng, Moe Win
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019), Invited Paper
[pdf], [link]
Quantum Uncertainty Relation of Coherence
Xiao Yuan, Ge Bai, Tianyi Peng, Xiongfeng Ma
Physical Review A 96 (3), 032313 (2017)
[link]
[arxiv]
|