Charles Dognin
8 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (7)
🗺️
Taxonomy Completionist
(21)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
EMNLP (2)
INTERSPEECH (2)
AISTATS (1)
COLING (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
text classification
(3)
sampling bia
(2)
posterior entropy
(2)
active learning
(2)
multimodal learning
(1)
coreference resolution
(1)
deep learning
(1)
speech analysis
(1)
semantic matching
(1)
variance reduction
(1)
phoneme recognition
(1)
mean squared error
(1)
support vector machine
(1)
convolutional neural network
(1)
loss function
(1)
feature fusion
(1)
multi-hop reasoning
(1)
sample variance
(1)
statistical estimator
(1)
ordinal classification
(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
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
A Characterization of Mean Squared Error for Estimator with Bagging
AISTATS 2020
Sampling Bias in Deep Active Classification: An Empirical Study
EMNLP 2019
Sampling Bias in Deep Active Classification: An Empirical Study
IJCNLP 2019