Arun K. Kuchibhotla

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Ensemble Methods

Conditional Distributions

Generalized Cross Validation

Conformal Prediction

Top Venues

Pattern Recognit.

Publications

Jin-Hong Du, Pratik Patil, Arun K. Kuchibhotla
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation. ICML (2023)
Chirag Gupta, Arun K. Kuchibhotla, Aaditya Ramdas
Nested conformal prediction and quantile out-of-bag ensemble methods. Pattern Recognit. 127 (2022)
Arun K. Kuchibhotla, Qinqing Zheng
Near-Optimal Confidence Sequences for Bounded Random Variables. ICML (2021)
Arun K. Kuchibhotla, Rohit K. Patra
On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors. CoRR (2019)
Pierre C. Bellec, Arun K. Kuchibhotla
First order expansion of convex regularized estimators. NeurIPS (2019)
Chirag Gupta, Arun K. Kuchibhotla, Aaditya K. Ramdas
Nested conformal prediction and quantile out-of-bag ensemble methods. CoRR (2019)