Papers
12094 papers
ICML2024
Bias of Stochastic Gradient Descent or the Architecture: Disentangling the Effects of Overparameterization of Neural Networks
Summary pending...
ICML2024
Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
Summary pending...
ICML2024
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization
Summary pending...
ICML2024
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
Summary pending...
ICML2024
Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction
Summary pending...
ICML2024
On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data
Summary pending...
ICML2024
Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States
Summary pending...
ICML2024
State-Free Inference of State-Space Models: The *Transfer Function* Approach
Summary pending...
ICML2024
Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods?
Summary pending...