Papers
12094 papers
ICML2024
VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees
Summary pending...
ICML2024
Privately Learning Smooth Distributions on the Hypercube by Projections
Summary pending...
ICML2024
Position: Mission Critical – Satellite Data is a Distinct Modality in Machine Learning
Summary pending...
ICML2024
Beyond the Calibration Point: Mechanism Comparison in Differential Privacy
Summary pending...
ICML2024
Parsimonious Learning-Augmented Approximations for Dense Instances of $\mathcal{NP}$-hard Problems
Summary pending...
ICML2024
Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources
Summary pending...
ICML2024
Pi-DUAL: Using privileged information to distinguish clean from noisy labels
Summary pending...
ICML2024
Navigating Scaling Laws: Compute Optimality in Adaptive Model Training
Summary pending...
ICML2024
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
Summary pending...
ICML2024
One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment
Summary pending...
ICML2024
EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
Summary pending...