Suryabhan Singh Hada

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Natural Language Processing

Decision Tree Algorithm

Oblique Decision Trees

Top Venues

Publications

Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
Inverse classification with logistic and softmax classifiers: efficient optimization. CoRR (2023)
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
Very fast, approximate counterfactual explanations for decision forests. CoRR (2023)
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
Very Fast, Approximate Counterfactual Explanations for Decision Forests. AAAI (2023)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Interpretable Image Classification Using Sparse Oblique Decision Trees. ICASSP (2022)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Sparse Oblique Decision Trees: A Tool to Interpret Natural Language Processing Datasets. IJCNN (2022)
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms. CoRR (2021)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Exploring Counterfactual Explanations for Classification and Regression Trees. PKDD/ECML Workshops (1) (2021)
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms. AAAI (2021)
Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison. IJCNN (2021)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features. CoRR (2021)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
Understanding And Manipulating Neural Net Features Using Sparse Oblique Classification Trees. ICIP (2021)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Sampling The "Inverse Set" of a Neuron. ICIP (2021)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Style Transfer by Rigid Alignment in Neural Net Feature Space. WACV (2021)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Sampling the "Inverse Set" of a Neuron: An Approach to Understanding Neural Nets. CoRR (2019)
Arman Zharmagambetov, Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
An Experimental Comparison of Old and New Decision Tree Algorithms. CoRR (2019)
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
Style Transfer by Rigid Alignment in Neural Net Feature Space. CoRR (2019)