Research Output per year

## 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.

Least Squares Estimator
Mathematics

Regression
Mathematics

Penalized Likelihood
Mathematics

Isotonic Regression
Mathematics

Monotonicity
Mathematics

Logarithmic
Mathematics

Parameter Space
Mathematics

Penalty
Mathematics

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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.

## Research Output 2014 2019

## Adaptive risk bounds in unimodal regression

Chatterjee, S. & Lafferty, J., Feb 1 2019, In : Bernoulli. 25, 1, p. 1-25 25 p.Research output: Contribution to journal › Article

Least Squares Estimator

Regression

Isotonic Regression

Parameter Space

Oracle Inequalities

## Denoising flows on trees

Chatterjee, S. & Lafferty, J., Mar 1 2018, In : IEEE Transactions on Information Theory. 64, 3, p. 1767-1783 17 p.Research output: Contribution to journal › Article

regime

regression

Values

## On matrix estimation under monotonicity constraints

Chatterjee, S., Guntuboyina, A. & Sen, B., May 1 2018, In : Bernoulli. 24, 2, p. 1072-1100 29 p.Research output: Contribution to journal › Article

Least Squares Estimator

Monotonicity

Logarithmic

Minimax Rate

Convex Geometry

## Prediction rule reshaping

Bonakdarpour, M., Chatterjee, S., Barber, R. F. & Lafferty, J., Jan 1 2018,*35th International Conference on Machine Learning, ICML 2018.*Dy, J. & Krause, A. (eds.). International Machine Learning Society (IMLS), Vol. 2. p. 1014-1022 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Experiments

## An improved global risk bound in concave regression

Chatterjee, S., Jan 1 2016, In : Electronic Journal of Statistics. 10, 1, p. 1608-1629 22 p.Research output: Contribution to journal › Article

Regression

Logarithmic

Squared Error Loss

Model Misspecification

Function Estimation