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Suryabhan Singh Hada

Observed name: Hada, Suryabhan Singh
ORCID: 0000-0001-5681-6832
Observed ORCID: 0000-0001-5681-6832
OpenAlex ID: A5001414947
Feasibility of desalination by solar stills for small community scale freshwater demand
2022 · Sai Kiran Hota, Suryabhan Singh Hada, et al. · Journal of Cleaner Production · 41
Counterfactual Explanations for Oblique Decision Trees:Exact, Efficient Algorithms
2021 · Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada · Proceedings of the AAAI Conference on Artificial Intelligence · 41
Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison
2021 · Arman Zharmagambetov, Suryabhan Singh Hada, et al. · International Joint Conference on Neural Networks (IJCNN) · 27
Sparse oblique decision trees: a tool to understand and manipulate neural net features
2023 · Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, et al. · Data Mining and Knowledge Discovery · 21
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Exploring Counterfactual Explanations for Classification and Regression Trees
2021 · Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán · Communications in computer and information science · 15
An Experimental Comparison of Old and New Decision Tree Algorithms
2019 · Zharmagambetov, Arman, Hada, Suryabhan Singh, et al. · arXiv (Cornell University) · 15
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Very Fast, Approximate Counterfactual Explanations for Decision Forests
2023 · Miguel Á. Carreira-Perpinan, Suryabhan Singh Hada · Proceedings of the AAAI Conference on Artificial Intelligence · 4
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Interpretable Image Classification Using Sparse Oblique Decision Trees
2022 · Suryabhan Singh Hada, Miguel A. Carreira-Perpinan · IEEE International Conference on Acoustics Speech and Signal Processing · 4
Understanding And Manipulating Neural Net Features Using Sparse Oblique Classification Trees
2021 · Suryabhan Singh Hada, Miguel A. Carreira-Perpinan, et al. · Proceedings - International Conference on Image Processing · 4
Style Transfer by Rigid Alignment in Neural Net Feature Space
2021 · Suryabhan Singh Hada, Miguel A. Carreira-Perpinan · IEEE Winter Conference on Applications of Computer Vision · 4
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Sampling The “Inverse Set” of a Neuron
2021 · Suryabhan Singh Hada, Miguel A. Carreira-Perpinan · Proceedings - International Conference on Image Processing · 3
Sampling the "Inverse Set" of a Neuron: An Approach to Understanding Neural Nets
2019 · Hada, Suryabhan Singh, Carreira-Perpiñán, Miguel Á. · arXiv (Cornell University) · 3
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Inverse classification with logistic and softmax classifiers: efficient optimization
2023 · Carreira-Perpiñán, Miguel Á., Hada, Suryabhan Singh · arXiv (Cornell University) · 1
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Sparse Oblique Decision Trees: A Tool to Interpret Natural Language Processing Datasets
2022 · Suryabhan Singh Hada, Miguel A. Carreira-Perpinan · International Joint Conference on Neural Networks (IJCNN) · 1
CM-DPO: Constraint-Margin Direct Preference Optimization for LLM Planning
2026 · Karanjai, Rabimba, Gu, Qun, et al. · arXiv (Cornell University)
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More Interpretable Decision Trees: Pruning via Node Descent and the Delta Penalty
2026 · Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada · Lecture notes in computer science
Works count: 22
Citation count: 184
H-index: 6
I10-index: 6
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