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ORCIDAlex C. Stutts
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2020 – today
- 2025
[c8]Alex C. Stutts, Danilo Erricolo, Theja Tulabandhula, Mohit Mittal, Amit Ranjan Trivedi:
Uncertainty-Aware Deep Reinforcement Learning with Calibrated Quantile Regression and Evidential Learning. ICRA 2025: 9651-9657- 2024
- [c7]Alex Christopher Stutts
, Divake Kumar, Theja Tulabandhula, Amit Ranjan Trivedi:
Invited: Conformal Inference meets Evidential Learning: Distribution-Free Uncertainty Quantification with Epistemic and Aleatoric Separability. DAC 2024: 363:1-363:4 - [c6]Nastaran Darabi, Priyesh Shukla, Dinithi Jayasuriya, Divake Kumar, Alex C. Stutts, Amit Ranjan Trivedi:
Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics. DATE 2024: 1-6 - [c5]Domenico Parente, Nastaran Darabi, Alex C. Stutts, Theja Tulabandhula, Amit Ranjan Trivedi:
Conformalized Multimodal Uncertainty Regression and Reasoning. ICASSP 2024: 6985-6989 - [c4]Alex C. Stutts, Danilo Erricolo, Sathya Ravi, Theja Tulabandhula, Amit Ranjan Trivedi:
Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge. ICRA 2024: 2029-2035 - [i6]Nastaran Darabi, Priyesh Shukla, Dinithi Jayasuriya, Divake Kumar, Alex C. Stutts, Amit Ranjan Trivedi:
Navigating the Unknown: Uncertainty-Aware Compute-in-Memory Autonomy of Edge Robotics. CoRR abs/2401.17481 (2024) - [i5]Alex Christopher Stutts, Danilo Erricolo, Theja Tulabandhula, Amit Ranjan Trivedi:
Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement Learning. CoRR abs/2402.07107 (2024) - 2023
- [c3]Priyesh Shukla, Sureshkumar S., Alex C. Stutts, Sathya Ravi, Theja Tulabandhula, Amit Ranjan Trivedi:
Robust Monocular Localization of Drones by Adapting Domain Maps to Depth Prediction Inaccuracies. ICASSP 2023: 1-5 - [c2]Alex C. Stutts, Danilo Erricolo, Theja Tulabandhula, Amit Ranjan Trivedi:
Lightweight, Uncertainty-Aware Conformalized Visual Odometry. IROS 2023: 7742-7749 - [i4]Alex C. Stutts, Danilo Erricolo, Theja Tulabandhula, Amit Ranjan Trivedi:
Lightweight, Uncertainty-Aware Conformalized Visual Odometry. CoRR abs/2303.02207 (2023) - [i3]Alex C. Stutts, Danilo Erricolo, Sathya Ravi, Theja Tulabandhula, Amit Ranjan Trivedi:
Mutual Information-calibrated Conformal Feature Fusion for Uncertainty-Aware Multimodal 3D Object Detection at the Edge. CoRR abs/2309.09593 (2023) - [i2]Domenico Parente, Nastaran Darabi, Alex C. Stutts, Theja Tulabandhula, Amit Ranjan Trivedi:
Conformalized Multimodal Uncertainty Regression and Reasoning. CoRR abs/2309.11018 (2023) - 2022
- [j1]Farhad Farzami, Seiran Khaledian, Alex C. Stutts, Besma Smida, Danilo Erricolo:
Embedded Split Ring Resonator Tunable Notch Band Filter in Microstrip Transmission Lines. IEEE Access 10: 37294-37304 (2022) - [i1]Priyesh Shukla, Sureshkumar S., Alex C. Stutts, Sathya Ravi, Theja Tulabandhula, Amit Ranjan Trivedi:
Robust Monocular Localization of Drones by Adapting Domain Maps to Depth Prediction Inaccuracies. CoRR abs/2210.15559 (2022) - 2021
- [c1]Danilo Erricolo, Anastasiia Rozhkova, Alex C. Stutts:
Towards Smart Electromagnetic Environments. ComComAP 2021: 361-366
Coauthor Index
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