Ranganath Krishnan
Scholar

Ranganath Krishnan

Google Scholar ID: -AvHtqAAAAAJ
Research Scientist, Intel Labs
Machine LearningDeep LearningProbabilistic Machine LearningArtificial Intelligence
Google Scholar↗
Citations & Impact
All-time
Citations
1,267
 
H-index
15
 
i10-index
20
 
Publications
20
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
7 items
TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning
2026
Cited
0
Learnable Conformal Prediction with Context-Aware Nonconformity Functions for Robotic Planning and Perception
2025
Cited
0
EigenTrack: Spectral Activation Feature Tracking for Hallucination and Out-of-Distribution Detection in LLMs and VLMs
2025
Cited
0
Optimizing Active Learning in Vision-Language Models via Parameter-Efficient Uncertainty Calibration
2025
Cited
0
EigenShield: Causal Subspace Filtering via Random Matrix Theory for Adversarially Robust Vision-Language Models
2025
Cited
0
Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
2025
Cited
0
SPARC: Subspace-Aware Prompt Adaptation for Robust Continual Learning in LLMs
2025
Cited
0
Resume (English only)
Co-authors
19 total
Omesh Tickoo
Omesh Tickoo
Intel Corporation
Mahesh Subedar
Mahesh Subedar
Intel Labs
Nilesh Ahuja
Nilesh Ahuja
Intel
Umang Bhatt
Umang Bhatt
University of Cambridge
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Sina Tayebati
Sina Tayebati
University of Illinois at Chicago