Alex Nowak
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
support vector machine
(2)
structured prediction
(2)
discrete loss
(2)
statistical learning theory
(1)
multi-label classification
(1)
survival analysis
(1)
concordance index
(1)
max-margin learning
(1)
excess risk bound
(1)
divide and conquer
(1)
learning rate
(1)
generalization bound
(1)
max-margin loss
(1)
risk prediction
(1)
fisher consistency
(1)
survival model
(1)
neural network
(1)
least-squares framework
(1)
statistical learning
(1)
algorithmic learning
(1)
Papers
A Statistical Learning Take on the Concordance Index for Survival Analysis
AISTATS 2023
On the Consistency of Max-Margin Losses
AISTATS 2022
Consistent Structured Prediction with Max-Min Margin Markov Networks
ICML 2020
Sharp Analysis of Learning with Discrete Losses
AISTATS 2019
Divide and Conquer Networks
ICLR 2018