Papers
12094 papers
ICML2024
On the Second-Order Convergence of Biased Policy Gradient Algorithms
Summary pending...
ICML2024
Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts
Summary pending...
ICML2024
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation
Summary pending...
ICML2024
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)
Summary pending...
ICML2024
Position: Intent-aligned AI Systems Must Optimize for Agency Preservation
Summary pending...
ICML2024
A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models
Summary pending...
ICML2024
Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning
Summary pending...
ICML2024
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks
Summary pending...
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...