Che-Ping Tsai
8 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (6)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(6)
π
Grand Slam
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
ICLR (1)
INTERSPEECH (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
unsupervised learning
(1)
stochastic gradient descent
(1)
binary classification
(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)
sequence prediction
(1)
nuclear norm
(1)
hidden markov model
(1)
sparse model
(1)
recurrent neural network
(1)
heavy-tailed distribution
(1)
generalization capability
(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
NIPS 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