Robust Learning
Welcome to Robust Learning — where we build the leaders of tomorrow! At Robust Learning, we ensure that you ace government ...
USENIX Security '23 - DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local...
ComputerVisionFoundation Videos
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks
Bo Li - Certifiably Robust Learning via Knowledge-Enabled Logical Reasoning | Nuro Technical Talks
Learning Systems and Robotics Lab
Provably Robust Learning-Based Approach for High-Accuracy Tracking Control of Lagrangian Systems
Vanderbilt School of Engineering
Coresets for Efficient and Robust Learning from Massive Datasets - Baharan Mirzasoleiman
Learning Systems and Robotics Lab
Exploiting Differential Flatness for Robust Learning-Based Tracking Control using Gaussian Processes
Invited Talk by Baharan Mirzasoleiman - Efficient and Robust Learning from Massive Datasets
PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction | CVPR 2022
Learning Systems and Robotics Lab
CDC21: RLO-MPC: Robust Learning-Based Output Feedback MPC for Uncertain Systems in Iterative Tasks
Scalable Robust Learning from Demonstration with Leveraged Deep Neural Networks
Robotic Handling of Food Compliant Objects by Robust Learning from Demonstration (720p)
Robotic Handling of Food Compliant Objects by Robust Learning from Demonstration
Adaptive Sample Selection for Robust Learning under Label Noise | EECS 2021 | IISc, Bangalore
Alon Orlitsky, "Robust learning from untrusted sources: The best things in life are (almost) free"
SaTML 2023 - J. Zhang - CARE: Certifiably Robust Learning with Reasoning via Variational Inference
Adaptation and Robust Learning of Probabilistic Movement Primitives (Preparing coffee)
Bandit-Driven Batch Selection for Robust Learning Under Label Noise @ NeurIPS 2023 WANT & OPT
![[THN]: Robust Learning With new Geometric Primitives - Invited Guest Joseph Anderson, Ph.D.](/vi/l2zNZnWZZd4/mqdefault.jpg)
[THN]: Robust Learning With new Geometric Primitives - Invited Guest Joseph Anderson, Ph.D.
Image Clustering ...
Certifiably Robust Learning via Knowledge-Enabled Logical Reasoning - Prof. Bo Li, UIC
Optimal Transport of Diverse Unsupervised Tasks for Robust Learning from Noisy Few-Shot Data
Robust Learning and Control of Time Delay Nonlinear Systems With Deep Recurrent Koopman Operators
![Sample Results of Robust Learning Through Cross-Task Consistency, CVPR2020 [Oral]](/vi/6CSmmrBNX9M/mqdefault.jpg)
Guest Editorial Robust Learning of Spatio Temporal Point Processes Modeling, Algorithm