Che-Ping Tsai
8 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Optimization
(1)
Keywords
unsupervised learning
(2)
stochastic gradient descent
(1)
sequence prediction
(1)
data transformation
(1)
feature selection
(1)
collaborative filtering
(1)
speech recognition
(1)
multi-label classification
(1)
feature importance
(1)
feature attribution
(1)
model interpretability
(1)
representer theorem
(1)
statistical estimation
(1)
phoneme recognition
(1)
binary classification
(1)
nuclear norm
(1)
hidden markov model
(1)
sparse model
(1)
recurrent neural network
(1)
representation learning
(1)
Papers
AnoLLM: Large Language Models for Tabular Anomaly Detection
ICLR 2025
Contextures: Representations from Contexts
ICML 2025
Faith-Shap: The Faithful Shapley Interaction Index
JMLR 2023
Representer Point Selection for Explaining Regularized High-dimensional Models
ICML 2023
Sample based Explanations via Generalized Representers
NeurIPS 2023
Heavy-tailed Streaming Statistical Estimation
AISTATS 2022
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification
AAAI 2020
Completely Unsupervised Phoneme Recognition by a Generative Adversarial Network Harmonized with Iteratively Refined Hidden Markov Models
Interspeech 2019