Scholar
Ranganath Krishnan
Google Scholar ID: -AvHtqAAAAAJ
Research Scientist, Intel Labs
Machine Learning
Deep Learning
Probabilistic Machine Learning
Artificial Intelligence
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Citations & Impact
All-time
Citations
1,267
H-index
15
i10-index
20
Publications
20
Co-authors
19
list available
Publications
11 items
Self-Healing Harness for Runtime Oversight of Agent Self-Modification
2026
Cited
0
CURA: Certified Runtime Alarms for Computer-Use Agents
2026
Cited
0
Uncertainty Quantification for Computer-Use Agents: A Benchmark across Vision-Language Models and GUI Grounding Datasets
2026
Cited
0
VLM Judges Can Rank but Cannot Score: Task-Dependent Uncertainty in Multimodal Evaluation
2026
Cited
0
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
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Co-authors
13 total
Omesh Tickoo
Intel Corporation
Mahesh Subedar
Intel Labs
Nilesh Ahuja
Intel
Umang Bhatt
University of Cambridge
Sina Tayebati
University of Illinois at Chicago
Amit Ranjan Trivedi
University of Illinois at Chicago
Nastaran Darabi
University of Illinois at Chicago
Neslihan Köse Cihangir
AI Research Scientist at Intel Labs, Germany
