Charles Dognin
7 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Natural Language Processing
(3)
Applications
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Core AI
(2)
Learning Types
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
text classification
(2)
ordinal regression
(1)
binary classification
(1)
fact verification
(1)
claim verification
(1)
model evaluation
(1)
multimodal learning
(1)
coreference resolution
(1)
speech analysis
(1)
semantic matching
(1)
variance reduction
(1)
phoneme recognition
(1)
mean squared error
(1)
posterior entropy
(1)
support vector machine
(1)
convolutional neural network
(1)
loss function
(1)
feature fusion
(1)
multi-hop reasoning
(1)
sample variance
(1)
Papers
Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification
ICML 2024
A Simple Log-based Loss Function for Ordinal Text Classification
COLING 2022
Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds
Interspeech 2021
A Characterization of Mean Squared Error for Estimator with Bagging
AISTATS 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
EMNLP 2020
Multiscale System for Alzheimer’s Dementia Recognition Through Spontaneous Speech
Interspeech 2020
Sampling Bias in Deep Active Classification: An Empirical Study
EMNLP 2019