Wojciech Kotlowski
13 papers · 2011–2025 · 8 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Conference Polyglot (8) ๐บ๏ธ Taxonomy Completionist (10) ๐งญ Keyword Pioneer ๐ Academic Marathon (14)
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Cross-Pollinator
(14)
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Academic Marathon
(14)
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Grand Slam
๐
Conference Pioneer
๐
Century Club
(13)
๐๏ธ
Keyword Collector
(54)
๐
Trend Setter
Conferences
ICML (3)
NIPS (3)
COLT (2)
AAAI (1)
ACML (1)
CLEAR (1)
ICLR (1)
JMLR (1)
Top co-authors
Research topics
Keywords
regret bound
(7)
online learning
(5)
metric learning
(1)
outlier detection
(1)
binary classification
(1)
principal component analysis
(1)
isotonic regression
(1)
parameter-free algorithm
(1)
matrix prediction
(1)
probability distribution
(1)
gradient descent
(1)
exponential family
(1)
matrix optimization
(1)
performance metric
(1)
online convex optimization
(1)
multi-label classification
(1)
density matrices
(1)
eigenvector prediction
(1)
statistical consistency
(1)
regret analysis
(1)
Papers
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
CLEAR 2025
A General Online Algorithm for Optimizing Complex Performance Metrics
ICML 2024
Consistent algorithms for multi-label classification with macro-at-$k$ metrics
ICLR 2024
Generalized test utilities for long-tail performance in extreme multi-label classification
NIPS 2023
Robust Online Convex Optimization in the Presence of Outliers
COLT 2021
Learning to Crawl
AAAI 2020
Adaptive Scale-Invariant Online Algorithms for Learning Linear Models
ICML 2019
Random Permutation Online Isotonic Regression
NIPS 2017
Online PCA with Optimal Regret
JMLR 2016
Surrogate regret bounds for generalized classification performance metrics
ACML 2015
Horizon-Independent Optimal Prediction with Log-Loss in Exponential Families
COLT 2013
Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization
ICML 2013
Learning Eigenvectors for Free
NIPS 2011