Tamara Fernandez
6 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Academic Marathon (9) ๐ Cross-Pollinator (12)
๐บ๏ธ
Taxonomy Completionist
(11)
๐ฃ
Hot Topic Early Bird
Conferences
JMLR (2)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Research topics
Keywords
kernel methods
(3)
survival analysis
(3)
goodness-of-fit test
(3)
nonparametric test
(2)
maximum mean discrepancy
(2)
hypothesis testing
(1)
statistical testing
(1)
reproducing kernel hilbert space
(1)
conditional independence
(1)
cox proportional hazard
(1)
semi-parametric model
(1)
clinical trial
(1)
parametric bootstrap
(1)
time-to-event datum
(1)
kernelized stein discrepancy
(1)
kernel-based test
(1)
censored datum
(1)
stein method
(1)
non-parametric testing
(1)
right-censored datum
(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
NIPS 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
NIPS 2016