refereed publications

A. Boyd and D. L. Sun (2024). salmon: A Symbolic Linear Regression Package for Python. Journal of Statistical Software, 108(8), 1-26. [software]

N. Ignatiadis, S. Saha, D. L. Sun, and O. Muralidharan (2023). Empirical Bayes mean estimation with nonparametric errors via order statistic regression on replicated data. Journal of the American Statistical Association, 118(542), 987-999.

D. L. Sun, N. Schleicher, A. Recinos, and L. Henriksen. (2022) Spatial clustering of hookah lounges, vape shops and all tobacco retailers near colleges. Nicotine and Tobacco Research, 24(6), 834-839.

D. L. Sun. Proof Without Words: Convex Hulls and Jensen’s Inequality. (2021) The College Mathematics Journal 52:4, 298.

D. L. Sun. (2020) Wald's Identity and Geometric Expectation. The American Mathematical Monthly, 127:8, 716.

D. L. Sun and J. Alfredo. (2019) A Modern Look at Freedman's Box Model. Technology Innovations in Statistics Education, 12(1).

K. Ross and D. L. Sun. Symbulate: Simulation in the Language of Probability. Journal of Statistics Education, May 2019.

L. Henriksen, E. Andersen-Rodgers, X. Zhang, A. Roeseler, D. L. Sun, T. O. Johnson, N. C. Schleicher. Neighborhood Variation in the Price of Cheap Tobacco Products in California: Results From Healthy Stores for a Healthy Community. Nicotine and Tobacco Research, April 2017.

J. G. L. Lee, D. L. Sun, N. M. Schleicher, K. M. Ribisl, D.A. Luke, L. Henriksen. Inequalities in tobacco outlet density by race, ethnicity and socioeconomic status, 2012, USA: results from the ASPiRE Study. Journal of Epidemiology and Community Health 71 (5), 2017.

W. Fithian, D. L. Sun and J. E. Taylor. Optimal inference after model selection.

J. D. Lee, D. L. Sun, Y. Sun and J. E. Taylor. Exact post-selection inference, with application to the lasso. Annals of Statistics 44 (3), June 2016.

D. L. Sun, N. Harris, G. Walther and M. Baiocchi. Peer Assessment Enhances Student Learning: The Results of a Matched Randomized Crossover Experiment in a College Statistics Class. PLOS ONE, December 2015.

D. L. Sun and C. Févotte. Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014. (Best student paper award, 6 papers selected out of 1,067 eligible) [source code]

Z. Rafii, F. G. Germain, D. L. Sun and G. J. Mysore. Combining modeling of singing voice and background music for automatic separation of musical mixtures. International Society of Music Information Retrieval (ISMIR), November 2013.

D. L. Sun and R. Mazumder. Non-negative matrix completion for bandwidth extension: a convex optimization approach. IEEE Machine Learning for Signal Processing, September 2013. [source code and demos]

F. G. Germain, D. L. Sun and G. J. Mysore. Speaker and noise independent voice activity detection. Interspeech, August 2013. (Best student paper award)

D. L. Sun and G. J. Mysore. Universal speech models for speaker independent single channel source separation. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013.

D. L. Sun and J. O. Smith III. Estimating a signal from a magnitude spectrogram via convex optimization. 133rd Convention of the Audio Engineering Society, October 2012.


Joint Sound Model Generation Techniques (with G. J. Mysore)

General Sound Decomposition Models (with G. J. Mysore)

recent talks

Source Separation Tutorial Mini-Series, CCRMA DSP Seminar, April 2013 [slides and code]