On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
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44 results at ICML 2023
Co-creating a globally interpretable model with human inputs
- 2023
- ICML 2023
Slicing Mutual Information Generalization Bounds for Neural Networks
- Kimia Nadjahi
- Kristjan Greenewald
- et al.
- 2023
- ICML 2023
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
- Jiaqi Zhang
- Chandler Squires
- et al.
- 2023
- ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2023
- ICML 2023
Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods
- Eldad Haber
- Brian Irwin
- et al.
- 2023
- ICML 2023
A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
- Yifan Chen
- Rentian Yao
- et al.
- 2023
- ICML 2023
Reparameterized Policy Learning for Multimodal Trajectory Optimization
- Zhiao Huang
- Litian Liang
- et al.
- 2023
- ICML 2023
End-to-end Differentiable Clustering with Associative Memories
- Bishwajit Saha
- Dmitry Krotov
- et al.
- 2023
- ICML 2023
Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
- Pingchuan Ma
- Peter Yichen Chen
- et al.
- 2023
- ICML 2023