The Data processing inequality is an information theoretic concept which states that the information content of a signal cannot be increased via a… (More)

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2016

2016

- Mark Braverman, Ankit Garg, Tengyu Ma, Huy L. Nguyen, David P. Woodruff
- STOC
- 2016

We study the tradeoff between the statistical error and communication cost of distributed statistical estimation problems in high… (More)

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2014

2014

- Venkat Anantharam, Amin Aminzadeh Gohari, Sudeep Kamath, Chandra Nair
- 2014 IEEE International Symposium on Information…
- 2014

In this paper we provide the correct tight constant to a data-processing inequality claimed by Erkip and Cover. The correct… (More)

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2014

2014

We pose the following extremal conjecture: Let X,Y be jointly Gaussian random variables with linear correlation ρ. For any random… (More)

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2014

2014

- Steven V. Weijs
- 2014

Prediction in environmental systems, such as hydrological streamflow prediction, is a challenging task. Although on a small scale… (More)

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Highly Cited

2013

Highly Cited

2013

In this paper we provide a new geometric characterization of the Hirschfeld-Gebelein-Rényi maximal correlation of a pair of… (More)

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2013

2013

- Thomas A. Courtade
- 2013 IEEE International Symposium on Information…
- 2013

An intuitive outer bound for the multiterminal source coding problem is given. The proposed bound explicitly couples the rate… (More)

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2013

2013

- Salman Beigi
- 2013

Sandwiched (quantum) α-Rényi divergence has been recently defined in the independent works of Wilde et al. (arXiv:1306.1586) and… (More)

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2012

2012

- Salman Beigi
- ArXiv
- 2012

Quantum data processing inequality bounds the set of bipartite states that can be generated by two far apart parties under local… (More)

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2011

2011

- Wei Kang, Sennur Ulukus
- IEEE Transactions on Information Theory
- 2011

In the distributed coding of correlated sources, the problem of characterizing the joint probability distribution of a pair of… (More)

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2003

2003

- Mark D. McDonnella, Nigel G. Stocksb, Charles E. M. Pearcec, Derek Abbotta
- 2003

The data processing inequality of information theory states that given random variables X , Y and Z that form a Markov chain in… (More)

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