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- Samuel B. Hopkins, Jonathan Shi, David Steurer
- COLT
- 2015

We study a statistical model for the tensor principal component analysis problem introduced by Montanari and Richard: Given a order-3 tensor T of the form T = τ·v⊗3 0 +A, where τ > 0 is a… (More)

Reconfigurable architectures are of great interest to system designers to improve the system’s operation and efficiency. In this paper, we propose an adaptive utility interactive photovoltaic (PV)… (More)

- G. Y. Qi, Saixing Zeng, Jonathan Shi, X. H. Meng, H. Lin, Q. X. Yang
- Journal of environmental management
- 2014

The debate on the relationship between corporate or industrial environmental performance (EP) and financial performance (FP) has yet to be resolved, and studies need to examine the possible… (More)

- Tengyu Ma, Jonathan Shi, David Steurer
- 2016 IEEE 57th Annual Symposium on Foundations of…
- 2016

We give new algorithms based on the sum-of-squares method for tensor decomposition. Our results improve the best known running times from quasi-polynomial to polynomial for several problems,… (More)

- Liyun Ni, Hai Li, T. Zhang, Jonathan Shi, Jill Neal
- 2012

In order to improve the overall efficiency of building energy usage, a grey water energy-recovery system, which adopted a multiple-function heat pump system, was proposed for domestic water heating,… (More)

- Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer
- STOC
- 2016

We consider two problems that arise in machine learning applications: the problem of recovering a planted sparse vector in a random linear subspace and the problem of decomposing a random low-rank… (More)

- Samuel B. Hopkins, Tselil Schramm, Jonathan Shi, David Steurer
- ArXiv
- 2015

We consider two problems that arise in machine learning applications: the problem of recovering a planted sparse vector in a random linear subspace and the problem of decomposing a random low-rank… (More)

- Mahmoud Alahmad, Wisam Nader, +9 authors Tian Zhang
- IECON 2010 - 36th Annual Conference on IEEE…
- 2010

A Real Time Power Monitoring (RTPM) System is proposed in which end-use detailed energy consumption data is provided for each load level. The data will be integrated with a BIM (Building Information… (More)

- Dave Bacon, Steven T. Flammia, Aram Wettroth Harrow, Jonathan Shi
- IEEE Transactions on Information Theory
- 2015

Sparse quantum codes are analogous to LDPC codes in that their check operators require examining only a constant number of qubits. In contrast to LDPC codes, good sparse quantum codes are not known,… (More)

- Mahmoud Alahmad, Wisam Nader, +5 authors Jonathan Shi
- 2016

With the current trend towards Building Information Model (BIM), facility managers have a new tool for raising efficiency. This paper discusses the integration of the BIM software with a real-time… (More)