Marek Wydmuch
5 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(10)
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
precision at k
(2)
extreme multi-label classification
(2)
online learning
(1)
hierarchical classification
(1)
multi-label classification
(1)
multi-class classification
(1)
label tree
(1)
regret bound
(1)
no-regret algorithm
(1)
propensity scoring
(1)
long-tail learning
(1)
hierarchical softmax
(1)
probabilistic label tree
(1)
metric learning
(1)
expected test utility
(1)
few-shot learning
(1)
Papers
Consistent algorithms for multi-label classification with macro-at-$k$ metrics
ICLR 2024
A General Online Algorithm for Optimizing Complex Performance Metrics
ICML 2024
Generalized test utilities for long-tail performance in extreme multi-label classification
NIPS 2023
Online probabilistic label trees
AISTATS 2021
A no-regret generalization of hierarchical softmax to extreme multi-label classification
NIPS 2018