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2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ,
2
Towards Better Decision Forests: Forest Alternating Optimiz..:
, In:
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2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ,
3
Pushing the Envelope of Gradient Boosting Forests via Globa..:
, In:
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ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,
4
Exploring the Effect of ℓ0/ℓ2 Regularization in Neural Netw..:
, In:
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Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining ,
5
Optimal Interpretable Clustering Using Oblique Decision Tre..:
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2022 International Joint Conference on Neural Networks (IJCNN) ,
6
Improved Multiclass AdaBoost Using Sparse Oblique Decision ..:
, In:
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2022 International Joint Conference on Neural Networks (IJCNN) ,
7
Sparse Oblique Decision Trees: A Tool to Interpret Natural ..:
, In:
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ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,
8
Interpretable Image Classification Using Sparse Oblique Dec..:
, In:
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Machine Learning and Knowledge Discovery in Databases. Research Track; Lecture Notes in Computer Science ,
9
More General and Effective Model Compression via an Additiv..:
, In:
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ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ,
10
Learning a Tree of Neural Nets:
, In:
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2021 International Joint Conference on Neural Networks (IJCNN) ,
11
Improved Boosted Regression Forests Through Non-Greedy Tree..:
, In:
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2021 International Joint Conference on Neural Networks (IJCNN) ,
12
Non-Greedy Algorithms for Decision Tree Optimization: An Ex..:
, In:
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Communications in Computer and Information Science; Machine Learning and Principles and Practice of Knowledge Discovery in Databases ,
13
Exploring Counterfactual Explanations for Classification an..:
, In:
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Proceedings of the 30th ACM International Conference on Information & Knowledge Management ,
14