Kesheng Wu

University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)

1 Cyclotron Road

Berkeley, CA 94720

United States

SCHOLARLY PAPERS

9

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CITATIONS
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9

Scholarly Papers (9)

1.

Solving the Optimal Trading Trajectory Problem Using a Quantum Annealer

IEEE Journal of Selected Topics in Signal Processing, Forthcoming, 2016, NYU Tandon Research Paper No. 2649376
Number of pages: 12 Posted: 24 Aug 2015 Last Revised: 26 Jun 2017
1QBit, 1QBit, 1QBit, New York University Finance and Risk Engineering, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and Cornell University - Operations Research & Industrial Engineering
Downloads 1,606 (10,295)

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Qubit, quantum computer, optimal trading trajectory, portfolio optimization, quantum annealing

2.

A Big Data Approach to Analyzing Market Volatility

Algorithmic Finance (2013), 2:3-4, 241-267
Number of pages: 28 Posted: 07 Jun 2013
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 1,476 (11,779)
Citation 5

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high-performance computing, market microstructure, probability of informed trading, VPIN, liquidity, flow toxicity, volume imbalance, flash crash

3.

Statistical Overfitting and Backtest Performance

"Risk-Based and Factor Investing", Quantitative Finance Elsevier, 2015 (Forthcoming).
Number of pages: 10 Posted: 09 Oct 2014 Last Revised: 05 Jul 2015
Lawrence Berkeley National Laboratory, Northwestern University - Department of Engineering Sciences and Applied Mathematics, Cornell University - Operations Research & Industrial Engineering, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 1,243 (15,472)

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backtest, historical simulation, backtest over-fitting, investment strategy, optimization, Sharpe ratio, performance degradation

4.

Intraday Patterns in Natural Gas Futures: Extracting Signals from High-Frequency Trading Data

Number of pages: 26 Posted: 09 Sep 2015 Last Revised: 07 Mar 2016
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), Cornell University - Operations Research & Industrial Engineering, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 979 (22,123)

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Time series analysis, non-uniform FFT, co-integration

5.

Exploring Irregular Time Series Through Non-Uniform Fast Fourier Transform

Proceedings of the International Conference for High Performance Computating, IEEE, 2014.
Number of pages: 26 Posted: 30 Aug 2014 Last Revised: 05 Mar 2016
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), Cornell University - Operations Research & Industrial Engineering, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 803 (29,357)
Citation 1

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In-homogeneous Time Series, Non-Uniform Fourier Transform, High Frequency Trading, Sampling Frequency, Volume Time

6.

Parameter Analysis of the VPIN (Volume Synchronized Probability of Informed Trading) Metric

Constantin Zopounidis, Editor. Quantitative Financial Risk Management: Theory and Practice. 2014. Wiley.
Number of pages: 26 Posted: 21 Apr 2014
Jung Heon Song, Kesheng Wu and Horst Simon
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 386 (75,346)

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VPIN, volatility, sensitivity analysis, nonlinear optimization

7.

Testing VPIN on Big Data – Response to 'Reflecting on the VPIN Dispute'

Number of pages: 3 Posted: 31 Aug 2013
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 351 (84,099)

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false positive rate, probability of informed trading, VPIN

8.

Predicting Baseline for Analysis of Electricity Pricing

Number of pages: 23 Posted: 03 May 2016
Ulsan National Institute of Science and Technology (UNIST), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), Ulsan National Institute of Science and Technology (UNIST), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 253 (119,964)

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baseline model, residential electricity consumption, outdoor temperature, gradient tree boosting, electricity rate scheme

9.

Federal Market Information Technology in the Post Flash Crash Era: Roles for Supercomputing

Posted: 21 May 2019
University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)

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VPIN, flash crash, liquidity, flow toxicity, market microstructure, probability of informed trading, circuit breakers, market fragmentation