Enhancing simple models by exploiting what they already know
- Amit Dhurandhar
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Publications
80 results for Amit Dhurandhar
On the Equivalence of Bi-Level Optimization and Game-Theoretic Formulations of Invariant Risk Minimization
- Kartik Ahuja
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Leveraging Simple Model Predictions for Enhancing its Performance
- Amit Dhurandhar
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Ai explainability 360: An extensible toolkit for understanding data and machine learning models
- Vijay Arya
- Rachel Bellamy
- et al.
- 2020
- JMLR
AI Explainability 360 Toolkit
- Vijay Arya
- Rachel Bellamy
- et al.
- 2021
- CODS-COMAD 2021
Efficient data representation by selecting prototypes with importance weights
- Karthik S. Gurumoorthy
- Amit Dhurandhar
- et al.
- 2019
- ICDM 2019
TED: Teaching AI to explain its decisions
- Michael Hind
- Dennis Wei
- et al.
- 2019
- AIES 2019
Explanations based on the Missing: Towards contrastive explanations with pertinent negatives
- 2018
- NeurIPS 2018
Improving simple models with confidence profiles
- Amit Dhurandhar
- Ronny Luss
- et al.
- 2018
- NeurIPS 2018
Predicting natural language descriptions of mono-molecular odorants
- E. Darío Gutiérrez
- Amit Dhurandhar
- et al.
- 2018
- Nature Communications