Malka Gorfine

According to our database, Malka Gorfine authored at least 11 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

PyDTS: A Python Package for Discrete-Time Survival Analysis with Competing Risks and Optional Penalization.

Tomer Meir, Rom Gutman, Malka Gorfine

J. Open Source Softw., December, 2025

Flexible Deep Neural Networks for Partially Linear Survival Data.

Asaf Ben Arie, Malka Gorfine

CoRR, December, 2025

Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees.

Tomer Meir, Uri Shalit, Malka Gorfine

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Time-Dependent and Non-linear Predictor Effects in Survival Analyses: A Case Study Comparing Alternative Models for Cancer Mortality.

Michal Abrahamowicz, Marie-Eve Beauchamp, Richard J. Cook, Malka Gorfine, Jason Agulnik, Bruno Gagnon, Steve Ferreira Guerra

Proceedings of the Computational Science and Its Applications - ICCSA 2025 Workshops - Istanbul, Turkey, June 30, 2025

2024

Confidence Intervals and Simultaneous Confidence Bands Based on Deep Learning.

Asaf Ben Arie, Malka Gorfine

Trans. Mach. Learn. Res., 2024

2022

PyMSM: Python package for Competing Risks and Multi-State models for Survival Data.

Hagai Rossman, Ayya Keshet, Malka Gorfine

J. Open Source Softw., October, 2022

PyDTS: A Python Package for Discrete Time Survival Analysis with Competing Risks.

Tomer Meir, Rom Gutman, Malka Gorfine

CoRR, 2022

2021

Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.

Michael Roimi, Rom Gutman, Jonathan Somer, Asaf Ben Arie, Ido Calman, Yaron Bar-Lavie, Udi Gelbshtein, Sigal Liverant-Taub, Arnona Ziv, Danny Eytan, Malka Gorfine, Uri Shalit

J. Am. Medical Informatics Assoc., 2021

2017

General Semiparametric Shared Frailty Model Estimation and Simulation with frailtySurv.

John V. Monaco, Malka Gorfine, Li Hsu

CoRR, 2017

2016

Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables.

Ruth Heller, Yair Heller, Shachar Kaufman, Barak Brill, Malka Gorfine

J. Mach. Learn. Res., 2016

2011

Sensitivity analysis for complex ecological models - A new approach.

Vardit Makler-Pick, Gideon Gal, Malka Gorfine, Matthew R. Hipsey, Yohay Carmel

Environ. Model. Softw., 2011