Colin Pawlowski

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 6

Top Topics

Data Imputation

Temporal Abstractions

Clinical Information

Chronic Hepatitis

Top Venues

J. Mach. Learn. Res.

INFORMS J. Optim.

Publications

Dimitris Bertsimas, Colin Pawlowski
Tensor completion with noisy side information. Mach. Learn. 112 (10) (2023)
Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski
Imputation of clinical covariates in time series. Mach. Learn. 110 (1) (2021)
A. J. Venkatakrishnan, Colin Pawlowski, David Zemmour, Travis Hughes, Akash Anand, Gabriela Berner, Nikhil Kayal, Arjun Puranik, Ian Conrad, Sairam Bade, Rakesh Barve, Purushottam Sinha, John C. O'Horo, Andrew D. Badley, John D. Halamka, Venky Soundararajan
Mapping each pre-existing condition's association to short-term and long-term COVID-19 complications. npj Digit. Medicine 4 (2021)
Dimitris Bertsimas, Jack Dunn, Colin Pawlowski, Ying Daisy Zhuo
Robust Classification. INFORMS J. Optim. 1 (1) (2019)
Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski
Imputation of Clinical Covariates in Time Series. CoRR (2018)
Dimitris Bertsimas, Colin Pawlowski, Ying Daisy Zhuo
From Predictive Methods to Missing Data Imputation: An Optimization Approach. J. Mach. Learn. Res. 18 (2017)