Deepak Ravikumar
Scholar

Deepak Ravikumar

Google Scholar ID: sG8cmqUAAAAJ
Amazon Science
Deep LearningOut-of-Distribution DetectionMemorizationTrustworthy ML
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Citations & Impact
All-time
Citations
120
 
H-index
7
 
i10-index
4
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
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
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)