Myriam Tami
8 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
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Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(7)
Learning Types
(5)
Artificial Intelligence
(4)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Keywords
causal inference
(2)
transductive inference
(2)
few-shot learning
(2)
semi-supervised learning
(2)
causal discovery
(1)
outlier detection
(1)
representation learning
(1)
text classification
(1)
semantic segmentation
(1)
transductive learning
(1)
domain adaptation
(1)
unsupervised domain adaptation
(1)
gradient boosting
(1)
maximum likelihood
(1)
time series
(1)
transfer learning
(1)
contrastive learning
(1)
label shift
(1)
mutual information maximization
(1)
time series analysis
(1)
Papers
Causal Contrastive Learning for Counterfactual Regression Over Time
NeurIPS 2024
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models
NeurIPS 2023
Open-Set Likelihood Maximization for Few-Shot Learning
CVPR 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
EMNLP 2023
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)
IJCAI 2021
Autoregressive Unsupervised Image Segmentation
ECCV 2020
Semi-Supervised Semantic Segmentation With Cross-Consistency Training
CVPR 2020
Smooth And Consistent Probabilistic Regression Trees
NeurIPS 2020