Suryabhan Singh Hada

20 papers A* 2A 1B 4Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inverse classification with logistic and softmax classifiers: efficient optimization.
Trans. Mach. Learn. Res.
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
2024 — conf
Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features.
HI-AI@KDD
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
2024 J jnl
Sparse oblique decision trees: a tool to understand and manipulate neural net features.
Data Min. Knowl. Discov.
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
2023 J jnl
Inverse classification with logistic and softmax classifiers: efficient optimization.
CoRR
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
2023 A* conf
Very Fast, Approximate Counterfactual Explanations for Decision Forests.
AAAI
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
2023 J jnl
Very fast, approximate counterfactual explanations for decision forests.
CoRR
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
2022 — —
Approaches to Interpret Deep Neural Networks
Suryabhan Singh Hada
2022 Misc conf
Interpretable Image Classification Using Sparse Oblique Decision Trees.
ICASSP
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2022 B conf
Sparse Oblique Decision Trees: A Tool to Interpret Natural Language Processing Datasets.
IJCNN
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2021 A* conf
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms.
AAAI
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
2021 J jnl
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms.
CoRR
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
2021 — conf
Exploring Counterfactual Explanations for Classification and Regression Trees.
PKDD/ECML Workshops (1)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2021 B conf
Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison.
IJCNN
Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
2021 B conf
Sampling The "Inverse Set" of a Neuron.
ICIP
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2021 J jnl
Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features.
CoRR
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
2021 A conf
Style Transfer by Rigid Alignment in Neural Net Feature Space.
WACV
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2021 B conf
Understanding And Manipulating Neural Net Features Using Sparse Oblique Classification Trees.
ICIP
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
2019 J jnl
An Experimental Comparison of Old and New Decision Tree Algorithms.
CoRR
Arman Zharmagambetov, Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2019 J jnl
Sampling the "Inverse Set" of a Neuron: An Approach to Understanding Neural Nets.
CoRR
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
2019 J jnl
Style Transfer by Rigid Alignment in Neural Net Feature Space.
CoRR
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán