Tamara Fernandez
6 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
survival analysis
(3)
kernel methods
(3)
goodness-of-fit test
(3)
nonparametric test
(2)
maximum mean discrepancy
(2)
hypothesis testing
(1)
statistical testing
(1)
reproducing kernel hilbert space
(1)
nonparametric testing
(1)
conditional independence
(1)
cox proportional hazard
(1)
semi-parametric model
(1)
clinical trial
(1)
parametric bootstrap
(1)
time-to-event data
(1)
kernelized stein discrepancy
(1)
kernel-based test
(1)
censored data
(1)
stein method
(1)
right-censored data
(1)
Papers
Composite Goodness-of-fit Tests with Kernels
JMLR 2025
A General Framework for the Analysis of Kernel-based Tests
JMLR 2024
A kernel test for quasi-independence
NeurIPS 2020
Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data
ICML 2020
A maximum-mean-discrepancy goodness-of-fit test for censored data
AISTATS 2019
Gaussian Processes for Survival Analysis
NeurIPS 2016