Michael Y. Tsang
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Detecting Statistical Interactions from Neural Network Weights
M Tsang, D Cheng, Y Liu
International Conference on Learning Representations, 2018
612018
Direct Growth of Single-Crystalline III–V Semiconductors on Amorphous Substrates
K Chen, R Kapadia, A Harker, S Desai, JS Kang, S Chuang, M Tosun, ...
Nature communications 7, 10502, 2016
442016
Neural interaction transparency (NIT): disentangling learned interactions for improved interpretability
M Tsang, H Liu, S Purushotham, P Murali, Y Liu
Advances in Neural Information Processing Systems, 5804-5813, 2018
202018
Model-Agnostic Hierarchical Explanations
M Tsang, Y Sun, D Ren, Y Liu
arXiv preprint arXiv:1812.04801, 2018
82018
CoSTCo: A Neural Tensor Completion Model for Sparse Tensors
H Liu, Y Li, M Tsang, Y Liu
25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2019
42019
Comparing Models for Gesture Recognition of Children's Bullying Behaviors
M Tsang, V Korolik, S Scherer, M Mataric
2017 Seventh International Conference on Affective Computing and Intelligent …, 2017
42017
Sinica-IASL Chinese spelling check system at SIGHAN-7
TH Yang, YL Hsieh, YH Chen, M Tsang, CW Shih, WL Hsu
Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing, 93-96, 2013
42013
The Importance of Regulatory Fit & Early Success in a Human-Machine Game
E Pincus, S Lei, G Lucas, E Johnson, M Tsang, J Gratch, D Traum
Proceedings of the Technology, Mind, and Society, 31, 2018
22018
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
M Tsang, D Cheng, H Liu, X Feng, E Zhou, Y Liu
International Conference on Learning Representations, 2020
12020
How does this interaction affect me? Interpretable attribution for feature interactions
M Tsang, S Rambhatla, Y Liu
arXiv preprint arXiv:2006.10965, 2020
2020
Extracting Interpretable Concept-Based Decision Trees from CNNs
C Chyung, M Tsang, Y Liu
arXiv preprint arXiv:1906.04664, 2019
2019
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Artiklar 1–11