Debarshi Datta
Employers on the program
- 2025Florida Atlantic University2 talks
Appearances by year
- JupyterCon
- SciPy Conference (Scientific Computing with Python)
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Nov 3, 2025 | JupyterCon 2025 | JupyterCon | speaker | Explainable AI Using SHAP, LIME, GINI, and Permutation Feature Importance as Florida Atlantic University (FAU) | |
| Jul 7, 2025 | SciPy 2025 | SciPy Conference (Scientific Computing with Python) | tutorial | A Hands-on Tutorial towards building Explainable Machine Learning using SHAP, GINI, LIME, and Permutation Importance as Florida Atlantic University The advancement of AI systems necessitates the need for interpretability to address transparency, biases, risks, and regulatory compliance. The workshop teaches…Show lessThe advancement of AI systems necessitates the need for interpretability to address transparency, biases, risks, and regulatory compliance. The workshop teaches core techniques in interpretability, including SHAP (game-theoretic feature attribution), GINI (decision tree impurity analysis), LIME (local surrogate models), and Permutation Importance (feature shuffling), which provide global and... |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Subhosit Ray | 2 | 2 | 2025 |
| Angus Hollands | 2 | — | 2025 |
| C.A.M. Gerlach | 2 | — | 2025 |
| Chris Holdgraf | 2 | — | 2025 |
| Franklin Koch | 2 | — | 2025 |
| Mihai Maruseac | 2 | — | 2025 |
| Rowan Cockett | 2 | — | 2025 |
| Yuvi | 2 | — | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.