Papers

12094 papers

ICML2024

Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?

Summary pending...

ICML2024

From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers

Summary pending...

ICML2024

Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment

Summary pending...

ICML2024

Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks

Summary pending...

ICML2024

No-Regret Reinforcement Learning in Smooth MDPs

Summary pending...

ICML2024

Mean Estimation in the Add-Remove Model of Differential Privacy

Summary pending...

ICML2024

RL-CFR: Improving Action Abstraction for Imperfect Information Extensive-Form Games with Reinforcement Learning

Summary pending...

ICML2024

Slicing Mutual Information Generalization Bounds for Neural Networks

Summary pending...

ICML2024

Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge

Summary pending...

ICML2024

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Summary pending...

ICML2024

Collage: Light-Weight Low-Precision Strategy for LLM Training

Summary pending...

ICML2024

Overcoming the Optimizer's Curse: Obtaining Realistic Prescriptions from Neural Networks

Summary pending...

ICML2024

CuTS: Customizable Tabular Synthetic Data Generation

Summary pending...

ICML2024

In-Context Language Learning: Architectures and Algorithms

Summary pending...

ICML2024

Modeling Caption Diversity in Contrastive Vision-Language Pretraining

Summary pending...

ICML2024

Tilt your Head: Activating the Hidden Spatial-Invariance of Classifiers

Summary pending...

ICML2024

Feature Importance Disparities for Data Bias Investigations

Summary pending...

ICML2024

TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression

Summary pending...

ICML2024

Stochastic Q-learning for Large Discrete Action Spaces

Summary pending...

ICML2024

Outlier-robust Kalman Filtering through Generalised Bayes

Summary pending...