Alex Nowak
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge
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Conference Pioneer
Conferences
AISTATS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
structured prediction
(2)
discrete loss
(2)
support vector machine
(2)
statistical learning theory
(1)
survival analysis
(1)
concordance index
(1)
max-margin learning
(1)
excess risk bound
(1)
multilabel classification
(1)
learning rate
(1)
generalization bound
(1)
max-margin loss
(1)
risk prediction
(1)
fisher consistency
(1)
survival model
(1)
statistical learning
(1)
least-squares framework
(1)
statistical consistency
(1)
binary classification
(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