Summary of Trust Regions For Explanations Via Black-box Probabilistic Certification, by Amit Dhurandhar et al.
Trust Regions for Explanations via Black-Box Probabilistic Certificationby Amit Dhurandhar, Swagatam Haldar, Dennis Wei, Karthikeyan…
Summary of Efficient Low-rank Matrix Estimation, Experimental Design, and Arm-set-dependent Low-rank Bandits, by Kyoungseok Jang et al.
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Banditsby Kyoungseok Jang, Chicheng Zhang, Kwang-Sung…
Summary of Uncertainty Quantification Of Graph Convolution Neural Network Models Of Evolving Processes, by Jeremiah Hauth et al.
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processesby Jeremiah Hauth, Cosmin Safta,…
Summary of Adaptive Split Balancing For Optimal Random Forest, by Yuqian Zhang et al.
Adaptive Split Balancing for Optimal Random Forestby Yuqian Zhang, Weijie Ji, Jelena BradicFirst submitted to…
Summary of Heal: Brain-inspired Hyperdimensional Efficient Active Learning, by Yang Ni et al.
HEAL: Brain-inspired Hyperdimensional Efficient Active Learningby Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William…
Summary of Neural Networks with (low-precision) Polynomial Approximations: New Insights and Techniques For Accuracy Improvement, by Chi Zhang et al.
Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvementby Chi Zhang,…
Summary of Toward Learning Latent-variable Representations Of Microstructures by Optimizing in Spatial Statistics Space, By Sayed Sajad Hashemi et al.
Toward Learning Latent-Variable Representations of Microstructures by Optimizing in Spatial Statistics Spaceby Sayed Sajad Hashemi,…
Summary of Private Pac Learning May Be Harder Than Online Learning, by Mark Bun et al.
Private PAC Learning May be Harder than Online Learningby Mark Bun, Aloni Cohen, Rathin DesaiFirst…
Summary of Dynamic Nowcast Of the New Zealand Greenhouse Gas Inventory, by Malcolm Jones et al.
Dynamic nowcast of the New Zealand greenhouse gas inventoryby Malcolm Jones, Hannah Chorley, Flynn Owen,…
Summary of Dart: a Principled Approach to Adversarially Robust Unsupervised Domain Adaptation, by Yunjuan Wang et al.
DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptationby Yunjuan Wang, Hussein Hazimeh, Natalia…