Michele Donini
11 papers · 2017–2024 · 9 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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๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐บ๏ธ Taxonomy Completionist (23)
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Century Club ยท Bronze
๐
Renaissance Researcher
(5)
๐๏ธ
Keyword Collector
(56)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(4)
Application Areas
(4)
Core Methods
(4)
Deep Learning
(3)
Core AI
(3)
Optimization & Theory
(3)
Learning Types
(2)
Models
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Keywords
hyperparameter optimization
(2)
deep neural network
(2)
transfer learning
(2)
multi-task learning
(2)
kernel methods
(2)
empirical risk minimization
(1)
ai education
(1)
semidefinite programming
(1)
uncertainty quantification
(1)
conformal prediction
(1)
bayesian inference
(1)
text generation
(1)
maximum mean discrepancy
(1)
low-rank approximation
(1)
kernel pca
(1)
principal component analysis
(1)
student learning
(1)
online algorithm
(1)
algorithmic fairness
(1)
stochastic gradient descent
(1)
Papers
Explaining Probabilistic Models with Distributional Values
ICML 2024
Fortuna: A Library for Uncertainty Quantification in Deep Learning
JMLR 2024
Efficient fair PCA for fair representation learning
AISTATS 2023
Geographical Erasure in Language Generation
EMNLP 2023
Model AI Assignments 2023
AAAI 2023
On the Lack of Robust Interpretability of Neural Text Classifiers
ACL 2021
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning
NeurIPS 2020
Marthe: Scheduling the Learning Rate Via Online Hypergradients
IJCAI 2020
Empirical Risk Minimization Under Fairness Constraints
NeurIPS 2018
A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion
Interspeech 2017
Forward and Reverse Gradient-Based Hyperparameter Optimization
ICML 2017