Papers
12094 papers
ICML2023
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation
Summary pending...
ICML2023
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization
Summary pending...
ICML2023
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
Summary pending...
ICML2023
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
Summary pending...
ICML2023
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization
Summary pending...
ICML2023
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation
Summary pending...
ICML2023
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
Summary pending...
ICML2023
Optimizing the Collaboration Structure in Cross-Silo Federated Learning
Summary pending...
ICML2023
Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
Summary pending...
ICML2023
Identifiability and Generalizability in Constrained Inverse Reinforcement Learning
Summary pending...
ICML2023
Towards Constituting Mathematical Structures for Learning to Optimize
Summary pending...
ICML2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
Summary pending...
ICML2023
On Bridging the Gap between Mean Field and Finite Width Deep Random Multilayer Perceptron with Batch Normalization
Summary pending...