Divake Kumar

1. Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics
   2024/01/30 by Nastaran Darabi, Darabi, Nastaran, Priyesh Shukla +9 · 2 citations
   Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Robotics (cs.RO) #Scientific Computing and Data Management
2. Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
   2025/02/08 by Sina Tayebati, Tayebati, Sina, Divake Kumar +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception
   2025/02/11 by Divake Kumar, Nastaran Darabi, Kumar, Divake +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications #Robotics (cs.RO)