Scholar
Deepak Ravikumar
Google Scholar ID: sG8cmqUAAAAJ
Amazon Science
Deep Learning
Out-of-Distribution Detection
Memorization
Trustworthy ML
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Citations & Impact
All-time
Citations
120
H-index
7
i10-index
4
Publications
20
Co-authors
0
Publications
7 items
Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
2026
Cited
0
GradientSpace: Unsupervised Data Clustering for Improved Instruction Tuning
2025
Cited
0
The Easy Path to Robustness: Coreset Selection using Sample Hardness
2025
Cited
0
TRIM: Token-wise Attention-Derived Saliency for Data-Efficient Instruction Tuning
2025
Cited
0
Coresets from Trajectories: Selecting Data via Correlation of Loss Differences
2025
Cited
0
Finding the Muses: Identifying Coresets through Loss Trajectories
2025
Cited
0
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
2024
Cited
0
