Marco Loog
12 papers · 2007–2023 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (16)
π
Interdisciplinary Bridge
π
Conference Polyglot
(8)
π
Academic Marathon
(16)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(52)
π
Trend Setter
π
Century Club
(12)
π₯
Unstoppable
(6)
β
The Questioner
(2)
Conferences
JMLR (3)
NIPS (3)
AAAI (1)
AISTATS (1)
COLT (1)
CVPR (1)
EMNLP (1)
UAI (1)
Top co-authors
Keywords
semi-supervised learning
(3)
fisher criterion
(2)
linear algebra
(2)
domain adaptation
(2)
empirical risk minimization
(2)
causal inference
(2)
linear classifier
(2)
finite sample analysis
(1)
covariate shift
(1)
transfer learning
(1)
bias detection
(1)
discriminant analysis
(1)
binary classification
(1)
temporal analysis
(1)
empirical risk
(1)
logistic regression
(1)
surrogate loss
(1)
conditional distribution
(1)
class probability estimation
(1)
excess risk bound
(1)
Papers
Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models
NIPS 2023
Enhancing Classifier Conservativeness and Robustness by Polynomiality
CVPR 2022
Consistency and Finite Sample Behavior of Binary Class Probability Estimation
AAAI 2021
Semi-supervised learning, causality, and the conditional cluster assumption
UAI 2020
Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings
EMNLP 2020
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features
AISTATS 2019
Minimizers of the Empirical Risk and Risk Monotonicity
NIPS 2019
Open Problem: Monotonicity of Learning
COLT 2019
The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning
NIPS 2018
Feature-Level Domain Adaptation
JMLR 2016
On the Equivalence of Linear Dimensionality-Reducing Transformations
JMLR 2008
A Complete Characterization of a Family of Solutions to a Generalized Fisher Criterion
JMLR 2007