Scholar
Matias Valdenegro-Toro
Google Scholar ID: Fm0Ax7YAAAAJ
Assistant Professor of Machine Learning, Bernoulli Institute, University of Groningen
Uncertainty in Machine Learning
Bayesian Deep Learning
Robot Perception
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Citations & Impact
All-time
Citations
1,549
H-index
18
i10-index
26
Publications
20
Co-authors
17
list available
Contact
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Publications
14 items
YieldSAT: A Multimodal Benchmark Dataset for High-Resolution Crop Yield Prediction
2026
Cited
0
Uncertainty in Semantic Language Modeling with PIXELS
2025
Cited
0
Confidence Calibration in Large Language Model-Based Entity Matching
2025
Cited
0
NLP Methods May Actually Be Better Than Professors at Estimating Question Difficulty
2025
Cited
0
Uncertainty Quantification for Motor Imagery BCI -- Machine Learning vs. Deep Learning
2025
Cited
0
Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning
2025
Cited
0
Modeling of AUV Dynamics with Limited Resources: Efficient Online Learning Using Uncertainty
2025
Cited
0
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models
2025
Cited
0
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Resume (English only)
Academic Achievements
Mar 2022: Gave talk on 'Tips for Graduate School Research' at AISTATS Mentoring Retrospectives Workshop
Oct 2021: Delivered tutorial 'Writing (Computer Vision) Papers from the Reviewer’s Perspective' at LXCV @ ICCV 2021
Jun 2021: Taught short course on Uncertainty in Machine Learning at Universidad Nacional de Trujillo
May 2021: Presented talk at Cologne AI & ML Meetup
Mar 2021: Participated in LXCV @ CVPR 2021 Reviewer Mentoring webinar
Feb 2021: Spoke on mentoring LatinX people at LXAI AAAI 2021 social event
Jan 2021: Presented at the 3rd Peruvian Symposium on Deep Learning
Dec 2020: Gave talk on Uncertainty Quantification in Neural Networks at Data Science Research Peru Meetup @ NeurIPS 2020
Co-authors
17 total
Paul Ploeger
Professor for Autonomous Systems
Octavio Arriaga
University of Bremen
Frank Kirchner
Professor für Robotik, Universität Bremen, DFKI
Bilal Wehbe
Phd, German Research Center for Artificial Intelligence - Robotic Innovation Center
Ivo Pascal de Jong
PhD-candidate & Lecturer, Rijksuniversiteit Groningen
Andreea Ioana Sburlea
University of Groningen
Co-author 7
Deepak Singh
Robotics PhD Student at WPI
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