Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
- Dennis Wei
- Inkit Padhi
- et al.
- 2024
- NeurIPS 2024
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77 results for Amit Dhurandhar
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- et al.
- 2024
- NeurIPS 2024
Causal Markov Blanket Representation Learning for Out-of-distribution Generalization
- Naiyu Yin
- Hanjing Wang
- et al.
- 2023
- NeurIPS 2023
Accurate Multi-Endpoint Molecular Toxicity Predictions in Humans with Contrastive Explanations
- Bhanushee Sharma
- Vijil Vijil
- et al.
- 2021
- NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence Design
- Devleena Das
- Inkit Padhi
- et al.
- 2021
- NeurIPS 2021
Leveraging Simple Model Predictions for Enhancing its Performance
- Amit Dhurandhar
- Karthikeyan Shanmugam
- et al.
- 2020
- ICML 2020
Accurate clinical toxicity prediction using multi-task deep neural nets and contrastive molecular explanations
- Bhanushee Sharma
- Vijil Chenthamarakshan
- et al.
- 2023
- Scientific Reports
Predicting natural language descriptions of mono-molecular odorants
- E. Darío Gutiérrez
- Amit Dhurandhar
- et al.
- 2018
- Nature Communications
Ranking Large Language Models without Ground Truth
- 2024
- ACL 2024
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- Amit Dhurandhar
- Tejaswini Pedapati
- et al.
- 2024
- ACL 2024