Papers

12094 papers

ICML2024

Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities

Summary pending...

ICML2024

Diffuse, Sample, Project: Plug-And-Play Controllable Graph Generation

Summary pending...

ICML2024

Quantum Positional Encodings for Graph Neural Networks

Summary pending...

ICML2024

On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation

Summary pending...

ICML2024

Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning

Summary pending...

ICML2024

Position: Automatic Environment Shaping is the Next Frontier in RL

Summary pending...

ICML2024

BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization

Summary pending...

ICML2024

Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation

Summary pending...

ICML2024

Model-based Reinforcement Learning for Confounded POMDPs

Summary pending...

ICML2024

Offline Transition Modeling via Contrastive Energy Learning

Summary pending...

ICML2024

Revisit the Essence of Distilling Knowledge through Calibration

Summary pending...

ICML2024

Codebook Features: Sparse and Discrete Interpretability for Neural Networks

Summary pending...

ICML2024

An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series

Summary pending...

ICML2024

Stability and Multigroup Fairness in Ranking with Uncertain Predictions

Summary pending...

ICML2024

Let Go of Your Labels with Unsupervised Transfer

Summary pending...

ICML2024

Sampling-based Multi-dimensional Recalibration

Summary pending...

ICML2024

The Expressive Power of Path-Based Graph Neural Networks

Summary pending...

ICML2024

An Iterative Min-Min Optimization Method for Sparse Bayesian Learning

Summary pending...

ICML2024

RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning

Summary pending...

ICML2024

HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Summary pending...