Suryabhan Singh Hada

Researcher, PayPal Inc.

Researcher, LinkedIn

Joined

February 2020

Names

Suryabhan Singh Hada (Preferred)

Emails

****@ucmerced.edu (Confirmed)

****@linkedin.com (Confirmed)

****@gmail.com (Confirmed)

****@paypal.com (Confirmed)

Personal Links

Career & Education History

Researcher

PayPal Inc. (paypal.com)

2026 – Present

Researcher

LinkedIn (linkedin.com)

2022 – 2026

PhD student

computer Science, University of California, Merced (ucmerced.edu)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Miguel Á. Carreira-Perpiñán

2016 – 2022

Expertise

XAI

Interpretability

2016 – Present

Publications

Inverse classification with logistic and softmax classifiers: efficient optimization
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
- Accepted by TMLR
- Readers: Everyone
Very fast, approximate counterfactual explanations for decision forests
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
- 2023 (modified: 08 Apr 2023)
- CoRR 2023
- Readers: Everyone
Interpretable Image Classification Using Sparse Oblique Decision Trees
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
- 2022 (modified: 08 Apr 2023)
- ICASSP 2022
- Readers: Everyone
Sparse Oblique Decision Trees: A Tool to Interpret Natural Language Processing Datasets
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
- 2022 (modified: 08 Apr 2023)
- IJCNN 2022
- Readers: Everyone
Approaches to Interpret Deep Neural Networks
Suryabhan Singh Hada
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- undefined 2022
- Readers: Everyone
Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison
Arman Zharmagambetov, Suryabhan Singh Hada, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán
- 2021 (modified: 22 Nov 2022)
- IJCNN 2021
- Readers: Everyone
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms
Miguel Á. Carreira-Perpiñán, Suryabhan Singh Hada
- 2021 (modified: 08 Apr 2023)
- AAAI 2021
- Readers: Everyone
Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
- 2021 (modified: 08 Apr 2023)
- CoRR 2021
- Readers: Everyone
Exploring Counterfactual Explanations for Classification and Regression Trees
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán
- 2021 (modified: 08 Apr 2023)
- PKDD/ECML Workshops (1) 2021
- Readers: Everyone
Understanding And Manipulating Neural Net Features Using Sparse Oblique Classification Trees
Suryabhan Singh Hada, Miguel Á. Carreira-Perpiñán, Arman Zharmagambetov
- 2021 (modified: 08 Apr 2023)
- ICIP 2021
- Readers: Everyone

View all 14 publications