Research output per year
Research output per year
Personal profile
Research Interests
Nonparametric signal estimation
Shape constrained estimation, e.g., monotonicity, convexity, unimodality
Statistical Information theory
Education
PhD, Statistics, Yale University, 2014
Office Address
117 Illini Hall
725 S. Wright St.
M/C 374
Champaign, IL 61820
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Quantile regression by dyadic CART
Madrid Padilla, O. H. & Chatterjee, S., 2024, In: Electronic Journal of Statistics. 18, 1, p. 1206-1247 42 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A CROSS-VALIDATION FRAMEWORK FOR SIGNAL DENOISING WITH APPLICATIONS TO TREND FILTERING, DYADIC CART AND BEYOND
Chaudhuri, A. & Chatterjee, S., Aug 2023, In: Annals of Statistics. 51, 4, p. 1534-1560 27 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Element-wise estimation error of generalized Fused Lasso
Zhang, T. & Chatterjee, S., Nov 2023, In: Bernoulli. 29, 4, p. 2691-2718 28 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Spatially Adaptive Online Prediction of Piecewise Regular Functions
Chatterjee, S. & Goswami, S., 2023, In: Proceedings of Machine Learning Research. 201, p. 275-309 35 p.Research output: Contribution to journal › Conference article › peer-review
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Localising change points in piecewise polynomials of general degrees
Yu, Y., Chatterjee, S. & Xu, H., 2022, In: Electronic Journal of Statistics. 16, 1, p. 1855-1890 36 p.Research output: Contribution to journal › Article › peer-review
Open Access